DataFrame
NO COMPARISON TARGET
824
ROWS
0
DUPLICATES
2.9 MB
RAM
116
FEATURES
99
CATEGORICAL
9
NUMERICAL
8
TEXT
2.1.0
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
CO_GRUPO
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
9
(1%)
2
CO_MUNIC_CURSO
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
3
NU_IDADE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
29
(4%)
ZEROES:
---
MAX
51.0
95%
37.0
Q3
27.2
AVG
26.3
MEDIAN
25.0
Q1
23.0
5%
22.0
MIN
20.0
RANGE
31.0
IQR
4.25
STD
4.70
VAR
22.0
KURT.
4.03
SKEW
1.89
SUM
21,703
4
TP_SEXO
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
5
ANO_FIM_EM
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
24
(3%)
ZEROES:
---
MAX
2,016.0
95%
2,014.0
Q3
2,014.0
MEDIAN
2,012.0
AVG
2,011.1
Q1
2,010.0
5%
2,002.0
MIN
1,993.0
RANGE
23.0
IQR
4.00
STD
3.87
VAR
15.0
KURT.
4.66
SKEW
-2.07
SUM
1.7M
6
ANO_IN_GRAD
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
12
(1%)
ZEROES:
---
MAX
2,017.0
95%
2,016.0
Q3
2,015.0
MEDIAN
2,014.0
AVG
2,013.8
Q1
2,013.0
5%
2,010.0
MIN
2,002.0
RANGE
15.0
IQR
2.00
STD
1.72
VAR
2.96
KURT.
3.77
SKEW
-1.49
SUM
1.7M
7
CO_TURNO_GRADUACAO
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
8
DS_VT_GAB_OCE_ORIG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
9
(1%)
9
DS_VT_GAB_OCE_FIN
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
9
(1%)
10
DS_VT_ESC_OFG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
610
(74%)
16
2%
-
-
ADCBACDB
16
2%
-
-
EDCBCCDB
12
1%
-
-
ADCBECDB
11
1%
-
-
ADCBCCDB
9
1%
-
-
EDCBECDB
9
1%
-
-
EDCBACDB
7
<1%
-
-
BDCBECDB
744
90%
-
-
(Other)
11
DS_VT_ACE_OFG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
104
(13%)
85
10%
-
-
81110111
50
6%
-
-
81100111
46
6%
-
-
81110011
39
5%
-
-
81111111
37
4%
-
-
81100011
29
4%
-
-
81110101
20
2%
-
-
81110001
518
63%
-
-
(Other)
12
DS_VT_ESC_OCE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
823
(>99%)
2
<1%
-
-
...........................
1
<1%
-
-
DBAABDCABAECDCCDABBCDCCBEDB
1
<1%
-
-
EACBDDCDEAABBEECBCBDBABCADD
1
<1%
-
-
ECEDDDAAABBAABBAABBAAACAAAA
1
<1%
-
-
DBACDDEABDECECECEBBEACDEBDC
1
<1%
-
-
AECEBEDCBCCEABEAAEEBCEDAADB
1
<1%
-
-
ABDCDDEABABCEBCDBBAEDCBEBAC
816
>99%
-
-
(Other)
13
DS_VT_ACE_OCE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
821
(>99%)
2
<1%
-
-
809010090000080080080090811
2
<1%
-
-
809000091000180080080090810
2
<1%
-
-
090090009000190000009919009
1
<1%
-
-
010000011110011101990101009
1
<1%
-
-
010010000010000810090910019
1
<1%
-
-
819101091011180081180090800
1
<1%
-
-
809011190111180181180090810
814
99%
-
-
(Other)
14
TP_PR_GER
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
TP_PR_OB_FG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
16
TP_PR_DI_FG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
TP_PR_OB_CE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
TP_PR_DI_CE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
TP_SFG_D1
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
20
TP_SFG_D2
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
21
TP_SCE_D1
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
22
TP_SCE_D2
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
23
TP_SCE_D3
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
24
NT_GER
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
417
(51%)
8
<1%
-
-
39,5
6
<1%
-
-
45,7
6
<1%
-
-
28,8
6
<1%
-
-
31,3
5
<1%
-
-
23,2
5
<1%
-
-
30,9
5
<1%
-
-
25,9
783
95%
-
-
(Other)
25
NT_FG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
367
(45%)
18
2%
-
-
34,3
17
2%
-
-
42,8
14
2%
-
-
51,4
12
1%
-
-
25,7
8
<1%
-
-
62,6
8
<1%
-
-
48,1
7
<1%
-
-
60,2
740
90%
-
-
(Other)
26
NT_OBJ_FG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
27
NT_DIS_FG
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
147
(18%)
70
8%
-
-
0
17
2%
-
-
13,5
14
2%
-
-
34,5
13
2%
-
-
32
13
2%
-
-
41,5
13
2%
-
-
34
11
1%
-
-
15,5
673
82%
-
-
(Other)
28
NT_FG_D1
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
85
(10%)
ZEROES:
127
(15%)
MAX
99.0
95%
86.0
Q3
46.0
AVG
27.2
MEDIAN
15.0
Q1
8.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
38.0
STD
26.4
VAR
695
KURT.
0.010
SKEW
1.06
SUM
22,373
29
NT_FG_D1_PT
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
19
(2%)
ZEROES:
124
(15%)
MAX
95.0
95%
80.0
Q3
75.0
MEDIAN
55.0
AVG
50.5
Q1
35.0
5%
0.0
MIN
0.0
RANGE
95.0
IQR
40.0
STD
26.8
VAR
718
KURT.
-0.596
SKEW
-0.705
SUM
41,610
30
NT_FG_D1_CT
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
10
(1%)
31
NT_FG_D2
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
53
(6%)
ZEROES:
104
(13%)
MAX
98.0
95%
74.0
Q3
54.0
AVG
32.8
MEDIAN
32.0
Q1
11.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
43.0
STD
25.1
VAR
628
KURT.
-1.09
SKEW
0.341
SUM
26,993
32
NT_FG_D2_PT
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
16
(2%)
ZEROES:
103
(12%)
MAX
90.0
95%
80.0
Q3
70.0
MEDIAN
60.0
AVG
54.4
Q1
45.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
25.0
STD
25.1
VAR
629
KURT.
0.262
SKEW
-1.05
SUM
44,825
33
NT_FG_D2_CT
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
34
NT_CE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
348
(42%)
28
3%
-
-
22,4
23
3%
-
-
31,3
23
3%
-
-
17,9
23
3%
-
-
13,4
20
2%
-
-
26,9
15
2%
-
-
35,8
12
1%
-
-
40,3
680
83%
-
-
(Other)
35
NT_OBJ_CE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
68
(8%)
36
NT_DIS_CE
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
62
(8%)
37
NT_CE_D1
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
17
(2%)
38
NT_CE_D2
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
14
(2%)
ZEROES:
523
(63%)
MAX
100
95%
98
Q3
30
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
100
IQR
30.0
STD
29.7
VAR
880
KURT.
0.880
SKEW
1.42
SUM
15,640
39
NT_CE_D3
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
19
(2%)
40
CO_RS_I1
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
41
CO_RS_I2
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
42
CO_RS_I3
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
43
CO_RS_I4
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
44
CO_RS_I5
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
45
CO_RS_I6
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
46
CO_RS_I7
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
47
CO_RS_I8
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
48
CO_RS_I9
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
49
QE_I01
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
50
QE_I02
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
51
QE_I03
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
52
QE_I04
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
53
QE_I05
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
54
QE_I06
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
55
QE_I07
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
56
QE_I08
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
57
QE_I09
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
58
QE_I10
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
59
QE_I11
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
60
QE_I12
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
61
QE_I13
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
62
QE_I14
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
63
QE_I15
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
64
QE_I16
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
15
(2%)
ZEROES:
---
MAX
99.0
95%
15.0
Q3
15.0
AVG
15.6
MEDIAN
15.0
Q1
15.0
5%
15.0
MIN
11.0
RANGE
88.0
IQR
0.00
STD
6.24
VAR
38.9
KURT.
156
SKEW
12.2
SUM
12,877
65
QE_I17
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
66
QE_I18
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
67
QE_I19
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
68
QE_I20
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
11
(1%)
69
QE_I21
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
70
QE_I22
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
71
QE_I23
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
72
QE_I24
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
73
QE_I25
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
74
QE_I26
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
9
(1%)
75
QE_I27
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
76
QE_I28
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
77
QE_I29
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
78
QE_I30
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
79
QE_I31
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
80
QE_I32
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
81
QE_I33
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
82
QE_I34
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
83
QE_I35
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
84
QE_I36
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
85
QE_I37
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
86
QE_I38
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
87
QE_I39
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
88
QE_I40
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
89
QE_I41
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
90
QE_I42
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
91
QE_I43
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
92
QE_I44
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
93
QE_I45
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
94
QE_I46
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
95
QE_I47
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
96
QE_I48
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
97
QE_I49
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
98
QE_I50
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
99
QE_I51
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
100
QE_I52
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
101
QE_I53
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
102
QE_I54
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
103
QE_I55
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
104
QE_I56
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
105
QE_I57
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
106
QE_I58
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
107
QE_I59
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
108
QE_I60
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
109
QE_I61
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
110
QE_I62
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
111
QE_I63
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
112
QE_I64
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
113
QE_I65
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
114
QE_I66
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
115
QE_I67
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
116
QE_I68
VALUES:
824
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
CO_GRUPO
MISSING:
---
TOP CATEGORIES
5806
189
23%
5710
160
19%
4003
127
15%
6307
104
13%
5902
92
11%
6008
70
8%
6208
31
4%
6002
28
3%
6405
23
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_GRUPO
PROVIDES INFORMATION ON...
CO_TURNO_GRADUACAO
1.00
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
CO_MUNIC_CURSO
0.46
TP_SCE_D2
0.43
NT_OBJ_CE
0.38
NT_CE_D1
0.32
NT_CE_D3
0.28
TP_SCE_D1
0.23
NT_DIS_CE
0.22
TP_PR_DI_CE
0.18
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16

THESE FEATURES
GIVE INFORMATION
ON CO_GRUPO:
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NT_OBJ_CE
0.71
NT_DIS_CE
0.35
NT_CE_D1
0.31
NT_CE_D3
0.27
TP_SCE_D2
0.22
CO_MUNIC_CURSO
0.20
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I49
0.05
QE_I57
0.05
QE_I55
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_GRUPO
CORRELATION RATIO WITH...
NT_CE_D2
0.65
NT_FG_D2
0.27
ANO_IN_GRAD
0.25
NT_FG_D1
0.24
NU_IDADE
0.18
ANO_FIM_EM
0.16
NT_FG_D1_PT
0.16
NT_FG_D2_PT
0.15
QE_I16
0.07
CO_MUNIC_CURSO
MISSING:
---
TOP CATEGORIES
1501402
598
73%
1508100
134
16%
1502400
38
5%
1500107
31
4%
1500602
23
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_MUNIC_CURSO
PROVIDES INFORMATION ON...
CO_GRUPO
0.20
DS_VT_GAB_OCE_ORIG
0.20
DS_VT_GAB_OCE_FIN
0.20
QE_I12
0.10
QE_I03
0.09
NT_OBJ_CE
0.08
CO_TURNO_GRADUACAO
0.07
QE_I11
0.07
QE_I17
0.06
QE_I24
0.06
QE_I14
0.06
NT_DIS_CE
0.05
QE_I06
0.05
NT_CE_D1
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_MUNIC_CURSO:
CO_GRUPO
0.46
DS_VT_GAB_OCE_ORIG
0.46
DS_VT_GAB_OCE_FIN
0.46
NT_OBJ_CE
0.34
NT_DIS_CE
0.19
NT_CE_D1
0.10
NT_CE_D3
0.10
QE_I24
0.08
QE_I12
0.07
QE_I59
0.06
QE_I04
0.06
QE_I17
0.06
NT_FG_D1_CT
0.06
QE_I26
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_MUNIC_CURSO
CORRELATION RATIO WITH...
NT_CE_D2
0.35
NT_FG_D2_PT
0.19
NT_FG_D2
0.12
ANO_FIM_EM
0.11
NU_IDADE
0.11
NT_FG_D1
0.10
ANO_IN_GRAD
0.10
NT_FG_D1_PT
0.09
QE_I16
0.04
NU_IDADE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ANO_FIM_EM
-0.87
ANO_IN_GRAD
-0.55
NT_FG_D2
-0.18
NT_FG_D2_PT
-0.15
NT_CE_D2
-0.10
NT_FG_D1
-0.04
QE_I16
0.03
NT_FG_D1_PT
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
0.51
QE_I06
0.50
QE_I09
0.44
NT_OBJ_CE
0.41
QE_I10
0.36
QE_I13
0.32
NT_DIS_CE
0.30
QE_I05
0.29
QE_I17
0.27
QE_I18
0.27
QE_I19
0.26
QE_I20
0.25
NT_CE_D3
0.22
QE_I24
0.22
MOST FREQUENT VALUES
23
142
17.2%
24
114
13.8%
25
104
12.6%
22
89
10.8%
26
83
10.1%
27
69
8.4%
28
37
4.5%
29
29
3.5%
30
21
2.5%
32
21
2.5%
31
17
2.1%
21
16
1.9%
33
13
1.6%
38
10
1.2%
34
9
1.1%
SMALLEST VALUES
20
1
0.1%
21
16
1.9%
22
89
10.8%
23
142
17.2%
24
114
13.8%
25
104
12.6%
26
83
10.1%
27
69
8.4%
28
37
4.5%
29
29
3.5%
30
21
2.5%
31
17
2.1%
32
21
2.5%
33
13
1.6%
34
9
1.1%
LARGEST VALUES
51
1
0.1%
48
1
0.1%
47
1
0.1%
45
2
0.2%
44
3
0.4%
43
4
0.5%
42
3
0.4%
41
3
0.4%
40
5
0.6%
39
6
0.7%
38
10
1.2%
37
8
1.0%
36
6
0.7%
35
6
0.7%
34
9
1.1%
TP_SEXO
MISSING:
---
TOP CATEGORIES
M
591
72%
F
233
28%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SEXO
PROVIDES INFORMATION ON...
CO_TURNO_GRADUACAO
0.05
QE_I03
0.05
TP_PR_GER
0.05
TP_PR_OB_FG
0.05
TP_PR_OB_CE
0.05
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04
TP_SCE_D2
0.02
NT_OBJ_CE
0.02
NT_DIS_CE
0.02
TP_PR_DI_CE
0.02
QE_I11
0.02
QE_I19
0.02

THESE FEATURES
GIVE INFORMATION
ON TP_SEXO:
NT_OBJ_CE
0.14
CO_GRUPO
0.12
DS_VT_GAB_OCE_ORIG
0.12
DS_VT_GAB_OCE_FIN
0.12
NT_DIS_CE
0.10
TP_SCE_D2
0.04
NT_CE_D3
0.03
QE_I56
0.02
QE_I19
0.02
NT_CE_D1
0.02
QE_I09
0.02
QE_I10
0.02
QE_I59
0.02
QE_I66
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SEXO
CORRELATION RATIO WITH...
NT_CE_D2
0.17
NU_IDADE
0.14
ANO_IN_GRAD
0.13
ANO_FIM_EM
0.10
QE_I16
0.05
NT_FG_D1
0.03
NT_FG_D2
0.03
NT_FG_D2_PT
0.02
NT_FG_D1_PT
0.01
ANO_FIM_EM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NU_IDADE
-0.87
ANO_IN_GRAD
0.58
NT_FG_D2
0.17
NT_FG_D2_PT
0.15
NT_FG_D1
0.05
NT_CE_D2
0.05
NT_FG_D1_PT
0.03
QE_I16
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I06
0.52
QE_I01
0.46
QE_I09
0.41
NT_OBJ_CE
0.36
QE_I10
0.33
QE_I13
0.30
NT_DIS_CE
0.28
QE_I20
0.24
QE_I24
0.23
QE_I05
0.22
QE_I17
0.21
QE_I19
0.20
NT_CE_D1
0.19
QE_I15
0.19
MOST FREQUENT VALUES
2013
187
22.7%
2014
182
22.1%
2012
107
13.0%
2011
80
9.7%
2010
61
7.4%
2009
39
4.7%
2015
34
4.1%
2008
30
3.6%
2007
17
2.1%
2005
13
1.6%
2006
11
1.3%
2002
10
1.2%
2000
9
1.1%
2001
8
1.0%
2003
8
1.0%
SMALLEST VALUES
1993
2
0.2%
1994
4
0.5%
1995
1
0.1%
1996
1
0.1%
1997
2
0.2%
1998
6
0.7%
1999
4
0.5%
2000
9
1.1%
2001
8
1.0%
2002
10
1.2%
2003
8
1.0%
2004
6
0.7%
2005
13
1.6%
2006
11
1.3%
2007
17
2.1%
LARGEST VALUES
2016
2
0.2%
2015
34
4.1%
2014
182
22.1%
2013
187
22.7%
2012
107
13.0%
2011
80
9.7%
2010
61
7.4%
2009
39
4.7%
2008
30
3.6%
2007
17
2.1%
2006
11
1.3%
2005
13
1.6%
2004
6
0.7%
2003
8
1.0%
2002
10
1.2%
ANO_IN_GRAD
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ANO_FIM_EM
0.58
NU_IDADE
-0.55
NT_CE_D2
0.18
NT_FG_D2
0.16
NT_FG_D2_PT
0.14
NT_FG_D1
0.07
NT_FG_D1_PT
0.04
QE_I16
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_CE
0.42
NT_DIS_CE
0.35
QE_I10
0.28
TP_SCE_D2
0.27
NT_CE_D1
0.25
QE_I06
0.25
CO_GRUPO
0.25
DS_VT_GAB_OCE_ORIG
0.25
DS_VT_GAB_OCE_FIN
0.25
TP_SCE_D1
0.25
TP_PR_DI_CE
0.24
NT_CE_D3
0.24
QE_I01
0.24
QE_I09
0.23
MOST FREQUENT VALUES
2015.0
323
39.2%
2014.0
177
21.5%
2013.0
115
14.0%
2012.0
73
8.9%
2016.0
43
5.2%
2011.0
41
5.0%
2010.0
26
3.2%
2009.0
9
1.1%
2017.0
8
1.0%
2007.0
4
0.5%
2008.0
4
0.5%
2002.0
1
0.1%
SMALLEST VALUES
2002.0
1
0.1%
2007.0
4
0.5%
2008.0
4
0.5%
2009.0
9
1.1%
2010.0
26
3.2%
2011.0
41
5.0%
2012.0
73
8.9%
2013.0
115
14.0%
2014.0
177
21.5%
2015.0
323
39.2%
2016.0
43
5.2%
2017.0
8
1.0%
LARGEST VALUES
2017.0
8
1.0%
2016.0
43
5.2%
2015.0
323
39.2%
2014.0
177
21.5%
2013.0
115
14.0%
2012.0
73
8.9%
2011.0
41
5.0%
2010.0
26
3.2%
2009.0
9
1.1%
2008.0
4
0.5%
2007.0
4
0.5%
2002.0
1
0.1%
CO_TURNO_GRADUACAO
MISSING:
---
TOP CATEGORIES
3.0
796
97%
1.0
28
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_TURNO_GRADUACAO
PROVIDES INFORMATION ON...
CO_GRUPO
0.07
DS_VT_GAB_OCE_ORIG
0.07
DS_VT_GAB_OCE_FIN
0.07
NT_CE_D3
0.03
NT_OBJ_CE
0.02
NT_CE_D1
0.02
TP_PR_DI_CE
0.01
TP_SEXO
0.01
QE_I11
0.01
NT_DIS_CE
0.01
QE_I44
0.01
CO_MUNIC_CURSO
0.01
QE_I43
0.01
QE_I13
0.01

THESE FEATURES
GIVE INFORMATION
ON CO_TURNO_GRADUACAO:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NT_OBJ_CE
0.57
NT_CE_D3
0.37
NT_DIS_CE
0.29
NT_CE_D1
0.22
QE_I44
0.15
QE_I66
0.13
QE_I43
0.13
QE_I41
0.11
QE_I13
0.11
QE_I59
0.11
QE_I33
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_TURNO_GRADUACAO
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.13
NU_IDADE
0.13
ANO_FIM_EM
0.12
NT_FG_D2
0.10
NT_CE_D2
0.10
NT_FG_D1
0.04
NT_FG_D1_PT
0.04
QE_I16
0.02
NT_FG_D2_PT
0.00
DS_VT_GAB_OCE_ORIG
MISSING:
---
TOP CATEGORIES
ZACDBBADDABEEZECZAEZBCDBZBC
189
23%
ABECDDEABDECCBCDEBAEDCDBAAA
160
19%
EECBABEEADCEBBBCCDDCADEDAAC
127
15%
AEDBBEDCBCDEBCAZADCBBDCAADD
104
13%
ZDEBDAEBADACZDCBCDCZABBEDBC
92
11%
EZCDDECZEAABCEEBACBDABDCADA
70
8%
BCCAEDEDCBECDACEDACADEBCBBE
31
4%
EEABBEBDEBBADECBDADDCCADCBA
28
3%
ECBBACCEAACBEADEBBDDCEAECDC
23
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_ORIG
PROVIDES INFORMATION ON...
CO_GRUPO
1.00
CO_TURNO_GRADUACAO
1.00
DS_VT_GAB_OCE_FIN
1.00
CO_MUNIC_CURSO
0.46
TP_SCE_D2
0.43
NT_OBJ_CE
0.38
NT_CE_D1
0.32
NT_CE_D3
0.28
TP_SCE_D1
0.23
NT_DIS_CE
0.22
TP_PR_DI_CE
0.18
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_ORIG:
CO_GRUPO
1.00
DS_VT_GAB_OCE_FIN
1.00
NT_OBJ_CE
0.71
NT_DIS_CE
0.35
NT_CE_D1
0.31
NT_CE_D3
0.27
TP_SCE_D2
0.22
CO_MUNIC_CURSO
0.20
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I49
0.05
QE_I57
0.05
QE_I55
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_ORIG
CORRELATION RATIO WITH...
NT_CE_D2
0.65
NT_FG_D2
0.27
ANO_IN_GRAD
0.25
NT_FG_D1
0.24
NU_IDADE
0.18
ANO_FIM_EM
0.16
NT_FG_D1_PT
0.16
NT_FG_D2_PT
0.15
QE_I16
0.07
DS_VT_GAB_OCE_FIN
MISSING:
---
TOP CATEGORIES
ZAXDBBAXDABEEZECZAEZBCXBZBC
189
23%
ABEXDDEABDECXXXDXBAEDCXXAAA
160
19%
EXCBXBEEXDCEBXBCCDDCXXEXAAX
127
15%
AEDBBEDCBCDEBCAZADCXBXCAADX
104
13%
ZDEBDAEBXDACZXCBXDCZABBEDXC
92
11%
EZCDDECZEAABXEEXXCBDABDXADA
70
8%
BXCAXDEXCBECDACEDACADEBXBBE
31
4%
EEABBEBXEBBAXECBDAXDCCXDCBA
28
3%
ECBBACCEAACBEADEBBXXCEAECDX
23
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_FIN
PROVIDES INFORMATION ON...
CO_GRUPO
1.00
CO_TURNO_GRADUACAO
1.00
DS_VT_GAB_OCE_ORIG
1.00
CO_MUNIC_CURSO
0.46
TP_SCE_D2
0.43
NT_OBJ_CE
0.38
NT_CE_D1
0.32
NT_CE_D3
0.28
TP_SCE_D1
0.23
NT_DIS_CE
0.22
TP_PR_DI_CE
0.18
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_FIN:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
NT_OBJ_CE
0.71
NT_DIS_CE
0.35
NT_CE_D1
0.31
NT_CE_D3
0.27
TP_SCE_D2
0.22
CO_MUNIC_CURSO
0.20
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I49
0.05
QE_I57
0.05
QE_I55
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_FIN
CORRELATION RATIO WITH...
NT_CE_D2
0.65
NT_FG_D2
0.27
ANO_IN_GRAD
0.25
NT_FG_D1
0.24
NU_IDADE
0.18
ANO_FIM_EM
0.16
NT_FG_D1_PT
0.16
NT_FG_D2_PT
0.15
QE_I16
0.07
DS_VT_ESC_OFG
MISSING:
---
16
2%
-
-
ADCBACDB
16
2%
-
-
EDCBCCDB
12
1%
-
-
ADCBECDB
11
1%
-
-
ADCBCCDB
9
1%
-
-
EDCBECDB
9
1%
-
-
EDCBACDB
7
<1%
-
-
BDCBECDB
7
<1%
-
-
CDCBCCDB
5
<1%
-
-
DDCCACDB
5
<1%
-
-
BDCBEADB
5
<1%
-
-
BDCBECEB
5
<1%
-
-
BDCBCCDB
5
<1%
-
-
ADCCACDB
5
<1%
-
-
BDCBACDB
5
<1%
-
-
EDCBACEB
4
<1%
-
-
CDCBECDB
4
<1%
-
-
BACBACDB
4
<1%
-
-
ADCBEADB
4
<1%
-
-
ADCCECDB
4
<1%
-
-
EDCBDCDB
4
<1%
-
-
DDCBACDB
4
<1%
-
-
EDCBDCEB
4
<1%
-
-
DDCBECDB
4
<1%
-
-
BDCBDCDB
3
<1%
-
-
EDCBABDB
3
<1%
-
-
EDCCACDB
3
<1%
-
-
ADCBCADB
3
<1%
-
-
ADCBCCEB
3
<1%
-
-
EDCCCCEB
3
<1%
-
-
EDCCEADB
3
<1%
-
-
EDCCECDB
3
<1%
-
-
EDCAECDB
3
<1%
-
-
ADCBABDB
3
<1%
-
-
ADCCACDC
3
<1%
-
-
ADCBECEB
3
<1%
-
-
EDCCCCDB
2
<1%
-
-
ADDBBCDB
2
<1%
-
-
BDCBAADB
2
<1%
-
-
BDCACCDB
2
<1%
-
-
EDCBEBDB
2
<1%
-
-
ADABCCDB
2
<1%
-
-
EDCCCADB
2
<1%
-
-
EDCBCBDB
2
<1%
-
-
EDECACDB
2
<1%
-
-
CDCBEAEC
2
<1%
-
-
CDCAEBDC
2
<1%
-
-
........
2
<1%
-
-
ADCBACEB
2
<1%
-
-
ADCBDCEB
2
<1%
-
-
BDDBDCDC
2
<1%
-
-
ADCCEBDC
2
<1%
-
-
CDDCECEB
2
<1%
-
-
EECBECDB
2
<1%
-
-
AACBECEB
2
<1%
-
-
CDCCACDB
2
<1%
-
-
EDCBEADB
2
<1%
-
-
BDCAECDB
2
<1%
-
-
BDCCCBDB
2
<1%
-
-
EDCCACDC
2
<1%
-
-
ADCBCAEB
582
71%
-
-
(Other)
DS_VT_ACE_OFG
MISSING:
---
85
10%
-
-
81110111
50
6%
-
-
81100111
46
6%
-
-
81110011
39
5%
-
-
81111111
37
4%
-
-
81100011
29
4%
-
-
81110101
20
2%
-
-
81110001
19
2%
-
-
81010111
18
2%
-
-
81100001
16
2%
-
-
81100110
15
2%
-
-
81111011
15
2%
-
-
81010011
14
2%
-
-
81000111
14
2%
-
-
81100010
12
1%
-
-
81101011
12
1%
-
-
81110100
12
1%
-
-
80110111
12
1%
-
-
81100101
12
1%
-
-
81010110
12
1%
-
-
81000101
11
1%
-
-
81110110
11
1%
-
-
81101111
10
1%
-
-
81000011
9
1%
-
-
81011111
9
1%
-
-
81100000
9
1%
-
-
80100111
8
<1%
-
-
80110011
8
<1%
-
-
81010101
8
<1%
-
-
81111001
7
<1%
-
-
80000010
7
<1%
-
-
80100011
7
<1%
-
-
81111101
7
<1%
-
-
81101110
6
<1%
-
-
81101010
6
<1%
-
-
81001101
6
<1%
-
-
81110000
6
<1%
-
-
81101101
6
<1%
-
-
81010010
6
<1%
-
-
80000001
5
<1%
-
-
80010110
5
<1%
-
-
80000000
5
<1%
-
-
80000111
5
<1%
-
-
80100110
5
<1%
-
-
81000110
5
<1%
-
-
81000100
5
<1%
-
-
81111110
5
<1%
-
-
81000000
5
<1%
-
-
81011011
5
<1%
-
-
80110110
5
<1%
-
-
80100001
5
<1%
-
-
81110010
5
<1%
-
-
81000010
5
<1%
-
-
80110101
4
<1%
-
-
80110000
4
<1%
-
-
81000001
4
<1%
-
-
81001111
4
<1%
-
-
80000100
4
<1%
-
-
81001011
4
<1%
-
-
80100010
4
<1%
-
-
80101011
90
11%
-
-
(Other)
DS_VT_ESC_OCE
MISSING:
---
2
<1%
-
-
...........................
1
<1%
-
-
DBAABDCABAECDCCDABBCDCCBEDB
1
<1%
-
-
EACBDDCDEAABBEECBCBDBABCADD
1
<1%
-
-
ECEDDDAAABBAABBAABBAAACAAAA
1
<1%
-
-
DBACDDEABDECECECEBBEACDEBDC
1
<1%
-
-
AECEBEDCBCCEABEAAEEBCEDAADB
1
<1%
-
-
ABDCDDEABABCEBCDBBAEDCBEBAC
1
<1%
-
-
DCDBBEDECEDCAAADCDAACECAADA
1
<1%
-
-
ABBCADEABDEDDAEDEAACDCEECDA
1
<1%
-
-
EDABDAEBADACCDCDBDCCBBCAAAA
1
<1%
-
-
DEBECEAABDDDDEBBBDAAACDABAD
1
<1%
-
-
EEDADCAADEAEDABBDDAEACEDCBB
1
<1%
-
-
DEDBCCDBEEACDEBBDDDCBEDBAAC
1
<1%
-
-
CEABCAABDBDAAEEDDBEABCBEABD
1
<1%
-
-
CAABABAEACDCECADDBBDDCECACC
1
<1%
-
-
ACABEACACDABCBBEDBBCBBDABDD
1
<1%
-
-
ABEEDDEAAADCEACDEBABDCCDADA
1
<1%
-
-
DDABCAECEBCACBCBDDBDCCADCBC
1
<1%
-
-
DACCEDDEDECDBCADCDCCBBCCECC
1
<1%
-
-
ECEDEEDAEDABCDADBCBCBBCEBAC
1
<1%
-
-
BAEDBBADEABEAEDCBABDBCABACC
1
<1%
-
-
CADEBDDADCDBACAAADCBBBCAADE
1
<1%
-
-
CBABEAEEDCBAEEACCBCDCCECECA
1
<1%
-
-
CECCCDEAEDAABEEBDDDCCCADCDA
1
<1%
-
-
BEDBECACDAADDBDECBCADEEDBBC
1
<1%
-
-
CBBDAAACBEDAEEEABBBCCEECBAC
1
<1%
-
-
AECBCBAABBCEADBEBDEBADEABCB
1
<1%
-
-
EDECECEADAABCCBDADACABCEBAD
1
<1%
-
-
DCAEACECDBACEEDEBEDDBEAAECD
1
<1%
-
-
EDCDDACBEDCBCEBAAABCEBEADBA
1
<1%
-
-
EBDEDCCBCBABDECADCDBABCEBAC
1
<1%
-
-
EEBBDDDDDDDDDDDDACCCAAAAAB*
1
<1%
-
-
CDDBDBCADBEEBBCADBEDACEBEAB
1
<1%
-
-
AEEEADEABDCAEAEBBBADECDDADA
1
<1%
-
-
ADEBDEBDCCADEBBACEABDEBCADD
1
<1%
-
-
BABCCDBECBDEDCBEDCABDEDCDBC
1
<1%
-
-
ABEEBDDAEEECEAEDBEACEECEADA
1
<1%
-
-
ABCDDCDDCBEEDBCEDCDDCDBDCCD
1
<1%
-
-
EBDBCDBAEEBCDCCBDCCDCCADCBD
1
<1%
-
-
EEBBACECBBCBAABABACCDBEAABE
1
<1%
-
-
ACAACAEDCEEDBADEDCCACEDCBBE
1
<1%
-
-
DEDDDEEDBDDBAE*AACBEDDAEBEB
1
<1%
-
-
EDDEADBACBDEBDACABDCDBEDADA
1
<1%
-
-
CCBEECCAAAABEECEDBDCCEAECCB
1
<1%
-
-
.DCEEBBAACBDCDCBEADCDBBEAAE
1
<1%
-
-
EAADBBADDABCEDEEBAECCCDBABB
1
<1%
-
-
CCEBDBBDABDBBDDAACACAECBABC
1
<1%
-
-
AEABBEDABBDECCDAACAACECAABA
1
<1%
-
-
CDBBBBDADAADCBEACAEADBEAEAA
1
<1%
-
-
ABBABDCAEEDADCEDABBCCECDBDC
1
<1%
-
-
DDEBBDDABDDEBACDADACBBEAADA
1
<1%
-
-
ABBDADDAAAECDAADABACDCACCAC
1
<1%
-
-
CABDBAADECBCCEBECCEDCEDBBEC
1
<1%
-
-
BBDBDBDADACCCECBBDBCBEADDCD
1
<1%
-
-
CCDBBBAADABAEDBECCEACCEBBBC
1
<1%
-
-
DDEEECCADBABBCAEDAAABCEBCDE
1
<1%
-
-
.E.B.CBA.CAC.BCB..CDCCADCEA
1
<1%
-
-
EBBBBBECDBBACDEABBBDCCBCCBC
1
<1%
-
-
CBBAAAECBCDAEDCCEBBBDBEAAAB
1
<1%
-
-
EBDBABDEBCBCEBCADDEDCEABDCA
763
93%
-
-
(Other)
DS_VT_ACE_OCE
MISSING:
---
2
<1%
-
-
809010090000080080080090811
2
<1%
-
-
809000091000180080080090810
2
<1%
-
-
090090009000190000009919009
1
<1%
-
-
010000011110011101990101009
1
<1%
-
-
010010000010000810090910019
1
<1%
-
-
819101091011180081180090800
1
<1%
-
-
809011190111180181180090810
1
<1%
-
-
090090019001090001009919019
1
<1%
-
-
800000009111890190080100090
1
<1%
-
-
101101100111101801091910119
1
<1%
-
-
090191009001190000009919019
1
<1%
-
-
090190191000000000000019001
1
<1%
-
-
010911101111999190101199000
1
<1%
-
-
090090009000090110009909109
1
<1%
-
-
000901111110999090000099100
1
<1%
-
-
801000009110890090080101091
1
<1%
-
-
809000091010180180080190800
1
<1%
-
-
100000101011011800091910109
1
<1%
-
-
180111080001910990010109110
1
<1%
-
-
010000110010000800090911009
1
<1%
-
-
811010109110891190181100090
1
<1%
-
-
180110080001910991001019010
1
<1%
-
-
101100111101101800090911119
1
<1%
-
-
819111090000180180080091811
1
<1%
-
-
819001191111081181080191800
1
<1%
-
-
809111191100180080081190800
1
<1%
-
-
080001080010910990001009000
1
<1%
-
-
080010080100900990000009010
1
<1%
-
-
819110190010080080180091801
1
<1%
-
-
809000191000180080080091801
1
<1%
-
-
809110091011080081180191810
1
<1%
-
-
190090009000090000009909009
1
<1%
-
-
819000090000180080180090801
1
<1%
-
-
801000119000891190080100090
1
<1%
-
-
819010090010180180180091810
1
<1%
-
-
809011091011080081080090810
1
<1%
-
-
809000090000080180080190800
1
<1%
-
-
010000100010000810090911119
1
<1%
-
-
809001090000081080080090811
1
<1%
-
-
011901010010999190011099000
1
<1%
-
-
081011080011900990000019100
1
<1%
-
-
090090009010191011109909019
1
<1%
-
-
110910010000999191110199100
1
<1%
-
-
800100109111891190181111190
1
<1%
-
-
111911011010999191101199110
1
<1%
-
-
181111180101910990000019000
1
<1%
-
-
001011110010001801090900109
1
<1%
-
-
810000019010890090080011190
1
<1%
-
-
110101100101111811091910019
1
<1%
-
-
181110080100910991000019000
1
<1%
-
-
810100009111891191180101090
1
<1%
-
-
010110100011111810091910019
1
<1%
-
-
809011091010080080081190801
1
<1%
-
-
090090019001090000009909019
1
<1%
-
-
810110019101891091181111191
1
<1%
-
-
001911110010999191101199001
1
<1%
-
-
800100009100890191180100090
1
<1%
-
-
809011191011180080081090810
1
<1%
-
-
191191009011190101109909009
1
<1%
-
-
811010009100890090080000190
761
92%
-
-
(Other)
TP_PR_GER
MISSING:
---
TOP CATEGORIES
555
822
>99%
333
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_GER
PROVIDES INFORMATION ON...
TP_PR_OB_FG
1.00
TP_PR_OB_CE
1.00
TP_PR_DI_FG
0.02
TP_SFG_D2
0.01
CO_RS_I1
0.01
CO_RS_I2
0.01
TP_SFG_D1
0.01
CO_RS_I5
0.01
TP_PR_DI_CE
0.01
CO_RS_I3
0.01
CO_RS_I8
0.01
CO_RS_I4
0.01
CO_RS_I6
0.01
NT_OBJ_FG
0.01

THESE FEATURES
GIVE INFORMATION
ON TP_PR_GER:
TP_PR_OB_FG
1.00
TP_PR_OB_CE
1.00
NT_OBJ_CE
1.00
NT_OBJ_FG
0.76
CO_RS_I2
0.64
CO_RS_I4
0.64
CO_RS_I5
0.64
CO_RS_I1
0.63
CO_RS_I3
0.63
CO_RS_I6
0.63
CO_RS_I7
0.60
CO_RS_I8
0.60
CO_RS_I9
0.52
TP_PR_DI_FG
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_GER
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.09
NT_FG_D2
0.06
NT_FG_D1
0.05
NU_IDADE
0.04
NT_CE_D2
0.03
ANO_FIM_EM
0.02
ANO_IN_GRAD
0.01
QE_I16
0.00
TP_PR_OB_FG
MISSING:
---
TOP CATEGORIES
555
822
>99%
333
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_FG
PROVIDES INFORMATION ON...
TP_PR_GER
1.00
TP_PR_OB_CE
1.00
TP_PR_DI_FG
0.02
TP_SFG_D2
0.01
CO_RS_I1
0.01
CO_RS_I2
0.01
TP_SFG_D1
0.01
CO_RS_I5
0.01
TP_PR_DI_CE
0.01
CO_RS_I3
0.01
CO_RS_I8
0.01
CO_RS_I4
0.01
CO_RS_I6
0.01
NT_OBJ_FG
0.01

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_FG:
TP_PR_GER
1.00
TP_PR_OB_CE
1.00
NT_OBJ_CE
1.00
NT_OBJ_FG
0.76
CO_RS_I2
0.64
CO_RS_I4
0.64
CO_RS_I5
0.64
CO_RS_I1
0.63
CO_RS_I3
0.63
CO_RS_I6
0.63
CO_RS_I7
0.60
CO_RS_I8
0.60
CO_RS_I9
0.52
TP_PR_DI_FG
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.09
NT_FG_D2
0.06
NT_FG_D1
0.05
NU_IDADE
0.04
NT_CE_D2
0.03
ANO_FIM_EM
0.02
ANO_IN_GRAD
0.01
QE_I16
0.00
TP_PR_DI_FG
MISSING:
---
TOP CATEGORIES
555
755
92%
333
69
8%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_FG
PROVIDES INFORMATION ON...
TP_SFG_D2
0.53
TP_SFG_D1
0.41
TP_PR_GER
0.36
TP_PR_OB_FG
0.36
TP_PR_OB_CE
0.36
TP_PR_DI_CE
0.06
NT_FG_D2_CT
0.06
NT_FG_D1_CT
0.03
TP_SCE_D1
0.03
TP_SCE_D3
0.03
TP_SCE_D2
0.02
QE_I14
0.02
NT_DIS_CE
0.02
QE_I03
0.01

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_FG:
TP_SFG_D2
0.74
TP_SFG_D1
0.66
NT_FG_D2_CT
0.26
NT_DIS_CE
0.18
NT_FG_D1_CT
0.17
NT_OBJ_CE
0.16
TP_PR_DI_CE
0.10
TP_SCE_D1
0.09
NT_CE_D3
0.08
TP_SCE_D2
0.07
TP_SCE_D3
0.07
NT_CE_D1
0.07
CO_RS_I7
0.06
QE_I59
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.66
NT_FG_D1_PT
0.57
NT_FG_D2
0.40
NT_FG_D1
0.31
NT_CE_D2
0.14
ANO_IN_GRAD
0.09
ANO_FIM_EM
0.03
QE_I16
0.03
NU_IDADE
0.02
TP_PR_OB_CE
MISSING:
---
TOP CATEGORIES
555
822
>99%
333
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_CE
PROVIDES INFORMATION ON...
TP_PR_GER
1.00
TP_PR_OB_FG
1.00
TP_PR_DI_FG
0.02
TP_SFG_D2
0.01
CO_RS_I1
0.01
CO_RS_I2
0.01
TP_SFG_D1
0.01
CO_RS_I5
0.01
TP_PR_DI_CE
0.01
CO_RS_I3
0.01
CO_RS_I8
0.01
CO_RS_I4
0.01
CO_RS_I6
0.01
NT_OBJ_FG
0.01

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_CE:
TP_PR_GER
1.00
TP_PR_OB_FG
1.00
NT_OBJ_CE
1.00
NT_OBJ_FG
0.76
CO_RS_I2
0.64
CO_RS_I4
0.64
CO_RS_I5
0.64
CO_RS_I1
0.63
CO_RS_I3
0.63
CO_RS_I6
0.63
CO_RS_I7
0.60
CO_RS_I8
0.60
CO_RS_I9
0.52
TP_PR_DI_FG
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_CE
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.09
NT_FG_D2
0.06
NT_FG_D1
0.05
NU_IDADE
0.04
NT_CE_D2
0.03
ANO_FIM_EM
0.02
ANO_IN_GRAD
0.01
QE_I16
0.00
TP_PR_DI_CE
MISSING:
---
TOP CATEGORIES
555
678
82%
333
146
18%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_CE
PROVIDES INFORMATION ON...
TP_SCE_D1
0.32
TP_SCE_D3
0.28
TP_PR_GER
0.25
TP_PR_OB_FG
0.25
TP_PR_OB_CE
0.25
TP_SCE_D2
0.21
TP_PR_DI_FG
0.10
NT_DIS_CE
0.09
NT_CE_D1
0.08
NT_CE_D3
0.07
TP_SFG_D2
0.07
CO_TURNO_GRADUACAO
0.05
TP_SFG_D1
0.04
CO_GRUPO
0.04

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_CE:
NT_DIS_CE
0.63
TP_SCE_D1
0.54
TP_SCE_D2
0.45
TP_SCE_D3
0.42
NT_CE_D1
0.31
NT_OBJ_CE
0.30
NT_CE_D3
0.30
CO_GRUPO
0.18
DS_VT_GAB_OCE_ORIG
0.18
DS_VT_GAB_OCE_FIN
0.18
CO_RS_I8
0.09
TP_PR_DI_FG
0.06
TP_SFG_D2
0.06
CO_RS_I7
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_CE
CORRELATION RATIO WITH...
NT_CE_D2
0.30
ANO_IN_GRAD
0.24
NT_FG_D2_PT
0.23
NT_FG_D1_PT
0.17
NT_FG_D1
0.17
NT_FG_D2
0.17
NU_IDADE
0.11
ANO_FIM_EM
0.11
QE_I16
0.01
TP_SFG_D1
MISSING:
---
TOP CATEGORIES
555
698
85%
333
119
14%
336
5
<1%
335
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D1
PROVIDES INFORMATION ON...
TP_PR_DI_FG
0.66
TP_SFG_D2
0.30
TP_PR_GER
0.28
TP_PR_OB_FG
0.28
TP_PR_OB_CE
0.28
NT_FG_D1_CT
0.07
TP_SCE_D3
0.04
TP_PR_DI_CE
0.04
CO_TURNO_GRADUACAO
0.03
TP_SCE_D1
0.03
NT_FG_D2_CT
0.03
NT_OBJ_CE
0.02
QE_I14
0.02
TP_SCE_D2
0.02

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D1:
TP_PR_DI_FG
0.41
TP_SFG_D2
0.26
NT_FG_D1_CT
0.20
NT_OBJ_CE
0.18
NT_DIS_CE
0.15
NT_FG_D2_CT
0.08
NT_CE_D3
0.07
TP_SCE_D3
0.06
NT_CE_D1
0.06
TP_SCE_D1
0.05
TP_SCE_D2
0.05
QE_I59
0.04
QE_I57
0.04
TP_PR_DI_CE
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.78
NT_FG_D2_PT
0.48
NT_FG_D1
0.44
NT_FG_D2
0.29
NT_CE_D2
0.12
ANO_FIM_EM
0.05
ANO_IN_GRAD
0.05
NU_IDADE
0.05
QE_I16
0.04
TP_SFG_D2
MISSING:
---
TOP CATEGORIES
555
720
87%
333
100
12%
336
2
<1%
335
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D2
PROVIDES INFORMATION ON...
TP_PR_DI_FG
0.74
TP_PR_GER
0.30
TP_PR_OB_FG
0.30
TP_PR_OB_CE
0.30
TP_SFG_D1
0.26
NT_FG_D2_CT
0.09
TP_PR_DI_CE
0.06
TP_SCE_D3
0.03
TP_SCE_D1
0.03
NT_FG_D1_CT
0.03
QE_I12
0.02
TP_SCE_D2
0.02
NT_DIS_CE
0.02
QE_I14
0.02

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D2:
TP_PR_DI_FG
0.53
TP_SFG_D1
0.30
NT_FG_D2_CT
0.29
NT_OBJ_CE
0.17
NT_DIS_CE
0.16
NT_FG_D1_CT
0.10
NT_CE_D3
0.08
TP_PR_DI_CE
0.07
TP_SCE_D1
0.06
TP_SCE_D3
0.06
TP_SCE_D2
0.05
NT_CE_D1
0.05
CO_RS_I9
0.05
CO_RS_I8
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.82
NT_FG_D2
0.50
NT_FG_D1_PT
0.48
NT_FG_D1
0.29
NT_CE_D2
0.12
ANO_IN_GRAD
0.11
ANO_FIM_EM
0.09
NU_IDADE
0.09
QE_I16
0.03
TP_SCE_D1
MISSING:
---
TOP CATEGORIES
555
537
65%
333
260
32%
336
18
2%
335
9
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D1
PROVIDES INFORMATION ON...
TP_PR_DI_CE
0.54
NT_CE_D1
0.18
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16
TP_SCE_D2
0.15
TP_SCE_D3
0.11
CO_GRUPO
0.09
DS_VT_GAB_OCE_ORIG
0.09
DS_VT_GAB_OCE_FIN
0.09
NT_DIS_CE
0.09
TP_PR_DI_FG
0.09
NT_OBJ_CE
0.07
TP_SFG_D2
0.06

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D1:
NT_CE_D1
0.44
NT_DIS_CE
0.37
NT_OBJ_CE
0.34
TP_PR_DI_CE
0.32
CO_GRUPO
0.23
DS_VT_GAB_OCE_ORIG
0.23
DS_VT_GAB_OCE_FIN
0.23
TP_SCE_D2
0.19
NT_CE_D3
0.11
TP_SCE_D3
0.10
CO_RS_I8
0.06
QE_I66
0.05
QE_I31
0.04
QE_I62
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D1
CORRELATION RATIO WITH...
NT_CE_D2
0.33
ANO_IN_GRAD
0.25
NT_FG_D1
0.21
NT_FG_D1_PT
0.20
NT_FG_D2_PT
0.19
ANO_FIM_EM
0.11
NU_IDADE
0.11
NT_FG_D2
0.08
QE_I16
0.06
TP_SCE_D2
MISSING:
---
TOP CATEGORIES
555
460
56%
333
259
31%
666
92
11%
336
11
1%
335
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D2
PROVIDES INFORMATION ON...
TP_PR_DI_CE
0.45
CO_GRUPO
0.22
DS_VT_GAB_OCE_ORIG
0.22
DS_VT_GAB_OCE_FIN
0.22
TP_SCE_D1
0.19
QE_I03
0.16
TP_SCE_D3
0.16
TP_PR_GER
0.14
TP_PR_OB_FG
0.14
TP_PR_OB_CE
0.14
NT_DIS_CE
0.14
NT_CE_D1
0.12
NT_CE_D3
0.10
NT_OBJ_CE
0.09

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D2:
NT_DIS_CE
0.43
CO_GRUPO
0.43
DS_VT_GAB_OCE_ORIG
0.43
DS_VT_GAB_OCE_FIN
0.43
NT_OBJ_CE
0.34
NT_CE_D1
0.22
TP_PR_DI_CE
0.21
NT_CE_D3
0.18
TP_SCE_D1
0.15
TP_SCE_D3
0.11
QE_I53
0.04
CO_RS_I8
0.04
QE_I52
0.04
CO_MUNIC_CURSO
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D2
CORRELATION RATIO WITH...
NT_CE_D2
0.57
QE_I16
0.33
ANO_IN_GRAD
0.27
NT_FG_D2_PT
0.18
ANO_FIM_EM
0.18
NU_IDADE
0.18
NT_FG_D1
0.17
NT_FG_D2
0.16
NT_FG_D1_PT
0.14
TP_SCE_D3
MISSING:
---
TOP CATEGORIES
555
498
60%
333
323
39%
336
2
<1%
335
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D3
PROVIDES INFORMATION ON...
TP_PR_DI_CE
0.42
NT_CE_D3
0.22
TP_PR_GER
0.13
TP_PR_OB_FG
0.13
TP_PR_OB_CE
0.13
TP_SCE_D2
0.11
NT_DIS_CE
0.10
TP_SCE_D1
0.10
TP_PR_DI_FG
0.07
TP_SFG_D1
0.06
TP_SFG_D2
0.06
CO_TURNO_GRADUACAO
0.05
QE_I03
0.05
CO_GRUPO
0.04

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D3:
NT_CE_D3
0.59
NT_DIS_CE
0.46
TP_PR_DI_CE
0.28
NT_OBJ_CE
0.19
TP_SCE_D2
0.16
CO_GRUPO
0.11
DS_VT_GAB_OCE_ORIG
0.11
DS_VT_GAB_OCE_FIN
0.11
TP_SCE_D1
0.11
NT_CE_D1
0.08
TP_SFG_D1
0.04
NT_FG_D1_CT
0.04
CO_RS_I8
0.04
QE_I13
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D3
CORRELATION RATIO WITH...
NT_CE_D2
0.32
NT_FG_D1
0.20
NT_FG_D2_PT
0.19
NT_FG_D1_PT
0.19
ANO_IN_GRAD
0.18
NT_FG_D2
0.17
NU_IDADE
0.16
ANO_FIM_EM
0.13
QE_I16
0.03
NT_GER
MISSING:
---
8
<1%
-
-
39,5
6
<1%
-
-
45,7
6
<1%
-
-
28,8
6
<1%
-
-
31,3
5
<1%
-
-
23,2
5
<1%
-
-
30,9
5
<1%
-
-
25,9
5
<1%
-
-
26,2
5
<1%
-
-
52,9
5
<1%
-
-
37,7
5
<1%
-
-
36,3
5
<1%
-
-
36,2
5
<1%
-
-
30,1
5
<1%
-
-
43
5
<1%
-
-
57,9
4
<1%
-
-
45,5
4
<1%
-
-
48,8
4
<1%
-
-
32,1
4
<1%
-
-
38,8
4
<1%
-
-
34,8
4
<1%
-
-
45,6
4
<1%
-
-
37,2
4
<1%
-
-
42,8
4
<1%
-
-
45,4
4
<1%
-
-
40,4
4
<1%
-
-
20,9
4
<1%
-
-
49,7
4
<1%
-
-
40,3
4
<1%
-
-
35
4
<1%
-
-
39,9
4
<1%
-
-
21,6
4
<1%
-
-
33,5
4
<1%
-
-
52,4
4
<1%
-
-
34
4
<1%
-
-
34,5
4
<1%
-
-
41,8
4
<1%
-
-
36,4
4
<1%
-
-
26,6
4
<1%
-
-
38,2
4
<1%
-
-
35,2
4
<1%
-
-
58,8
4
<1%
-
-
56,4
4
<1%
-
-
41,9
4
<1%
-
-
43,9
3
<1%
-
-
48
3
<1%
-
-
42,1
3
<1%
-
-
57
3
<1%
-
-
39,7
3
<1%
-
-
39,6
3
<1%
-
-
47,5
3
<1%
-
-
27,6
3
<1%
-
-
32,6
3
<1%
-
-
42,3
3
<1%
-
-
29,9
3
<1%
-
-
38,3
3
<1%
-
-
42
3
<1%
-
-
32,7
3
<1%
-
-
19,5
3
<1%
-
-
30
3
<1%
-
-
34,9
579
70%
-
-
(Other)
NT_FG
MISSING:
---
18
2%
-
-
34,3
17
2%
-
-
42,8
14
2%
-
-
51,4
12
1%
-
-
25,7
8
<1%
-
-
62,6
8
<1%
-
-
48,1
7
<1%
-
-
60,2
7
<1%
-
-
56,6
7
<1%
-
-
67,4
6
<1%
-
-
39,3
6
<1%
-
-
54,2
6
<1%
-
-
54,8
5
<1%
-
-
38,1
5
<1%
-
-
64,6
5
<1%
-
-
40,5
5
<1%
-
-
44,5
5
<1%
-
-
54,4
5
<1%
-
-
61,2
5
<1%
-
-
59,4
5
<1%
-
-
47,1
5
<1%
-
-
38,7
5
<1%
-
-
60
5
<1%
-
-
43,1
5
<1%
-
-
41,5
5
<1%
-
-
42,3
4
<1%
-
-
49,9
4
<1%
-
-
31,5
4
<1%
-
-
61,4
4
<1%
-
-
22,8
4
<1%
-
-
37,5
4
<1%
-
-
38,5
4
<1%
-
-
63,6
4
<1%
-
-
41,9
4
<1%
-
-
54,9
4
<1%
-
-
68
4
<1%
-
-
57,8
4
<1%
-
-
43,3
4
<1%
-
-
29,5
4
<1%
-
-
52,2
4
<1%
-
-
58,2
4
<1%
-
-
63,8
4
<1%
-
-
46,7
4
<1%
-
-
38,9
4
<1%
-
-
48,7
4
<1%
-
-
56,2
4
<1%
-
-
53,9
4
<1%
-
-
67,8
4
<1%
-
-
41,3
4
<1%
-
-
56,8
4
<1%
-
-
47,9
4
<1%
-
-
59,8
4
<1%
-
-
57,2
4
<1%
-
-
39,7
4
<1%
-
-
49,8
4
<1%
-
-
62,2
4
<1%
-
-
73,4
3
<1%
-
-
61
3
<1%
-
-
64
3
<1%
-
-
47,8
3
<1%
-
-
42,1
507
62%
-
-
(Other)
NT_OBJ_FG
MISSING:
---
TOP CATEGORIES
71,4
223
27%
57,1
214
26%
85,7
134
16%
42,9
126
15%
28,6
55
7%
100
39
5%
14,3
28
3%
0
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_OBJ_FG
PROVIDES INFORMATION ON...
TP_PR_GER
0.76
TP_PR_OB_FG
0.76
TP_PR_OB_CE
0.76
QE_I03
0.20
QE_I14
0.08
QE_I11
0.08
NT_OBJ_CE
0.07
NT_DIS_CE
0.07
CO_MUNIC_CURSO
0.05
QE_I12
0.05
NT_CE_D3
0.05
CO_RS_I1
0.05
QE_I18
0.05
TP_SFG_D2
0.04

THESE FEATURES
GIVE INFORMATION
ON NT_OBJ_FG:
NT_OBJ_CE
0.16
NT_DIS_CE
0.12
NT_CE_D3
0.05
NT_CE_D1
0.03
CO_GRUPO
0.03
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03
NT_FG_D1_CT
0.03
CO_RS_I1
0.03
QE_I51
0.03
CO_MUNIC_CURSO
0.03
QE_I20
0.02
QE_I64
0.02
CO_RS_I7
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.20
NT_FG_D2
0.19
NU_IDADE
0.15
NT_FG_D1_PT
0.14
ANO_FIM_EM
0.14
NT_FG_D1
0.12
NT_CE_D2
0.11
ANO_IN_GRAD
0.10
QE_I16
0.09
NT_DIS_FG
MISSING:
---
70
8%
-
-
0
17
2%
-
-
13,5
14
2%
-
-
34,5
13
2%
-
-
32
13
2%
-
-
41,5
13
2%
-
-
34
11
1%
-
-
15,5
11
1%
-
-
9,5
11
1%
-
-
43,5
10
1%
-
-
25,5
10
1%
-
-
11
10
1%
-
-
14,5
10
1%
-
-
44,5
10
1%
-
-
20
9
1%
-
-
29
9
1%
-
-
19,5
9
1%
-
-
33
9
1%
-
-
22
9
1%
-
-
19
9
1%
-
-
23,5
9
1%
-
-
30
9
1%
-
-
42,5
9
1%
-
-
16
8
<1%
-
-
12,5
8
<1%
-
-
12
8
<1%
-
-
17
8
<1%
-
-
35,5
8
<1%
-
-
13
8
<1%
-
-
49
8
<1%
-
-
49,5
8
<1%
-
-
39,5
8
<1%
-
-
7
8
<1%
-
-
22,5
8
<1%
-
-
39
8
<1%
-
-
8
7
<1%
-
-
46,5
7
<1%
-
-
17,5
7
<1%
-
-
51,5
7
<1%
-
-
45
7
<1%
-
-
33,5
7
<1%
-
-
36
7
<1%
-
-
24,5
7
<1%
-
-
41
7
<1%
-
-
46
7
<1%
-
-
8,5
7
<1%
-
-
31
7
<1%
-
-
10
7
<1%
-
-
30,5
6
<1%
-
-
32,5
6
<1%
-
-
26,5
6
<1%
-
-
26
6
<1%
-
-
50,5
6
<1%
-
-
48,5
6
<1%
-
-
38
6
<1%
-
-
11,5
6
<1%
-
-
36,5
6
<1%
-
-
10,5
6
<1%
-
-
37
6
<1%
-
-
4,5
6
<1%
-
-
61,5
261
32%
-
-
(Other)
NT_FG_D1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D1_PT
0.48
NT_FG_D2_PT
0.30
NT_FG_D2
0.25
NT_CE_D2
0.18
ANO_IN_GRAD
0.07
ANO_FIM_EM
0.05
QE_I16
-0.05
NU_IDADE
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
0.98
TP_SFG_D1
0.44
NT_OBJ_CE
0.37
NT_DIS_CE
0.34
TP_PR_DI_FG
0.31
TP_SFG_D2
0.29
CO_GRUPO
0.24
DS_VT_GAB_OCE_ORIG
0.24
DS_VT_GAB_OCE_FIN
0.24
NT_FG_D2_CT
0.22
NT_CE_D3
0.22
NT_CE_D1
0.22
TP_SCE_D1
0.21
TP_SCE_D3
0.20
MOST FREQUENT VALUES
0.0
127
15.4%
15.0
64
7.8%
14.0
37
4.5%
13.0
34
4.1%
8.0
32
3.9%
11.0
29
3.5%
6.0
25
3.0%
12.0
24
2.9%
16.0
21
2.5%
10.0
20
2.4%
51.0
16
1.9%
9.0
15
1.8%
31.0
15
1.8%
86.0
14
1.7%
25.0
13
1.6%
SMALLEST VALUES
0.0
127
15.4%
1.0
1
0.1%
3.0
1
0.1%
4.0
3
0.4%
5.0
13
1.6%
6.0
25
3.0%
7.0
10
1.2%
8.0
32
3.9%
9.0
15
1.8%
10.0
20
2.4%
11.0
29
3.5%
12.0
24
2.9%
13.0
34
4.1%
14.0
37
4.5%
15.0
64
7.8%
LARGEST VALUES
99.0
1
0.1%
95.0
1
0.1%
93.0
2
0.2%
92.0
1
0.1%
91.0
4
0.5%
90.0
3
0.4%
89.0
5
0.6%
88.0
11
1.3%
87.0
8
1.0%
86.0
14
1.7%
85.0
8
1.0%
84.0
5
0.6%
83.0
4
0.5%
82.0
1
0.1%
81.0
5
0.6%
NT_FG_D1_PT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D1
0.48
NT_FG_D2_PT
0.48
NT_FG_D2
0.35
NT_CE_D2
0.10
QE_I16
-0.04
ANO_IN_GRAD
0.04
ANO_FIM_EM
0.03
NU_IDADE
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
0.78
TP_PR_DI_FG
0.57
TP_SFG_D2
0.48
NT_OBJ_CE
0.34
NT_FG_D1_CT
0.34
NT_DIS_CE
0.31
NT_FG_D2_CT
0.29
NT_CE_D1
0.21
TP_SCE_D1
0.20
CO_RS_I7
0.19
TP_SCE_D3
0.19
CO_RS_I9
0.18
TP_PR_DI_CE
0.17
CO_GRUPO
0.16
MOST FREQUENT VALUES
0.0
124
15.0%
75.0
118
14.3%
70.0
70
8.5%
65.0
69
8.4%
80.0
62
7.5%
55.0
58
7.0%
40.0
55
6.7%
45.0
49
5.9%
30.0
48
5.8%
50.0
48
5.8%
60.0
45
5.5%
35.0
19
2.3%
25.0
17
2.1%
85.0
16
1.9%
90.0
15
1.8%
SMALLEST VALUES
0.0
124
15.0%
5.0
2
0.2%
15.0
2
0.2%
20.0
3
0.4%
25.0
17
2.1%
30.0
48
5.8%
35.0
19
2.3%
40.0
55
6.7%
45.0
49
5.9%
50.0
48
5.8%
55.0
58
7.0%
60.0
45
5.5%
65.0
69
8.4%
70.0
70
8.5%
75.0
118
14.3%
LARGEST VALUES
95.0
4
0.5%
90.0
15
1.8%
85.0
16
1.9%
80.0
62
7.5%
75.0
118
14.3%
70.0
70
8.5%
65.0
69
8.4%
60.0
45
5.5%
55.0
58
7.0%
50.0
48
5.8%
45.0
49
5.9%
40.0
55
6.7%
35.0
19
2.3%
30.0
48
5.8%
25.0
17
2.1%
NT_FG_D1_CT
MISSING:
---
TOP CATEGORIES
0.0
472
57%
20.0
106
13%
45.0
81
10%
90.0
58
7%
65.0
42
5%
40.0
33
4%
95.0
12
1%
50.0
10
1%
100.0
8
<1%
70.0
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D1_CT
PROVIDES INFORMATION ON...
TP_SFG_D1
0.20
TP_PR_DI_FG
0.17
TP_SFG_D2
0.10
CO_TURNO_GRADUACAO
0.08
NT_DIS_CE
0.08
NT_OBJ_CE
0.08
TP_PR_GER
0.08
TP_PR_OB_FG
0.08
TP_PR_OB_CE
0.08
QE_I11
0.07
QE_I14
0.06
QE_I03
0.06
NT_CE_D3
0.06
CO_MUNIC_CURSO
0.06

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D1_CT:
NT_OBJ_CE
0.21
NT_DIS_CE
0.18
NT_CE_D3
0.08
CO_GRUPO
0.07
DS_VT_GAB_OCE_ORIG
0.07
DS_VT_GAB_OCE_FIN
0.07
TP_SFG_D1
0.07
NT_CE_D1
0.07
NT_OBJ_FG
0.04
CO_MUNIC_CURSO
0.03
QE_I53
0.03
NT_FG_D2_CT
0.03
TP_PR_DI_FG
0.03
QE_I47
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
CORRELATION RATIO WITH...
NT_FG_D1
0.98
NT_FG_D1_PT
0.34
NT_FG_D2_PT
0.24
NT_FG_D2
0.23
NT_CE_D2
0.21
ANO_FIM_EM
0.10
QE_I16
0.09
ANO_IN_GRAD
0.09
NU_IDADE
0.08
NT_FG_D2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2_PT
0.58
NT_FG_D1_PT
0.35
NT_FG_D1
0.25
NU_IDADE
-0.18
ANO_FIM_EM
0.17
ANO_IN_GRAD
0.16
NT_CE_D2
0.14
QE_I16
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
0.98
TP_SFG_D2
0.50
TP_PR_DI_FG
0.40
NT_OBJ_CE
0.38
NT_DIS_CE
0.30
TP_SFG_D1
0.29
CO_GRUPO
0.27
DS_VT_GAB_OCE_ORIG
0.27
DS_VT_GAB_OCE_FIN
0.27
NT_CE_D3
0.26
NT_FG_D1_CT
0.23
QE_I13
0.20
NT_OBJ_FG
0.19
NT_CE_D1
0.18
MOST FREQUENT VALUES
0.0
104
12.6%
54.0
48
5.8%
11.0
44
5.3%
74.0
36
4.4%
9.0
36
4.4%
34.0
34
4.1%
16.0
34
4.1%
14.0
33
4.0%
56.0
33
4.0%
52.0
31
3.8%
51.0
30
3.6%
12.0
28
3.4%
32.0
25
3.0%
31.0
24
2.9%
13.0
23
2.8%
SMALLEST VALUES
0.0
104
12.6%
2.0
5
0.6%
4.0
6
0.7%
5.0
1
0.1%
6.0
2
0.2%
7.0
21
2.5%
8.0
2
0.2%
9.0
36
4.4%
10.0
8
1.0%
11.0
44
5.3%
12.0
28
3.4%
13.0
23
2.8%
14.0
33
4.0%
15.0
3
0.4%
16.0
34
4.1%
LARGEST VALUES
98.0
1
0.1%
96.0
1
0.1%
94.0
2
0.2%
93.0
1
0.1%
92.0
1
0.1%
91.0
1
0.1%
89.0
1
0.1%
78.0
5
0.6%
76.0
20
2.4%
74.0
36
4.4%
73.0
4
0.5%
72.0
16
1.9%
71.0
11
1.3%
70.0
4
0.5%
69.0
6
0.7%
NT_FG_D2_PT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2
0.58
NT_FG_D1_PT
0.48
NT_FG_D1
0.30
ANO_FIM_EM
0.15
NU_IDADE
-0.15
ANO_IN_GRAD
0.14
NT_CE_D2
0.12
QE_I16
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
0.82
TP_PR_DI_FG
0.66
TP_SFG_D1
0.48
NT_FG_D2_CT
0.48
NT_DIS_CE
0.33
NT_OBJ_CE
0.31
NT_FG_D1_CT
0.24
TP_PR_DI_CE
0.23
NT_CE_D3
0.21
NT_CE_D1
0.20
NT_OBJ_FG
0.20
TP_SCE_D3
0.19
CO_RS_I8
0.19
TP_SCE_D1
0.19
MOST FREQUENT VALUES
70.0
153
18.6%
80.0
111
13.5%
55.0
110
13.3%
0.0
103
12.5%
60.0
102
12.4%
45.0
67
8.1%
65.0
50
6.1%
35.0
44
5.3%
90.0
37
4.5%
50.0
23
2.8%
20.0
8
1.0%
10.0
5
0.6%
75.0
5
0.6%
30.0
3
0.4%
40.0
2
0.2%
SMALLEST VALUES
0.0
103
12.5%
10.0
5
0.6%
20.0
8
1.0%
25.0
1
0.1%
30.0
3
0.4%
35.0
44
5.3%
40.0
2
0.2%
45.0
67
8.1%
50.0
23
2.8%
55.0
110
13.3%
60.0
102
12.4%
65.0
50
6.1%
70.0
153
18.6%
75.0
5
0.6%
80.0
111
13.5%
LARGEST VALUES
90.0
37
4.5%
80.0
111
13.5%
75.0
5
0.6%
70.0
153
18.6%
65.0
50
6.1%
60.0
102
12.4%
55.0
110
13.3%
50.0
23
2.8%
45.0
67
8.1%
40.0
2
0.2%
35.0
44
5.3%
30.0
3
0.4%
25.0
1
0.1%
20.0
8
1.0%
10.0
5
0.6%
NT_FG_D2_CT
MISSING:
---
TOP CATEGORIES
0.0
355
43%
50.0
195
24%
25.0
159
19%
75.0
107
13%
100.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D2_CT
PROVIDES INFORMATION ON...
TP_SFG_D2
0.29
TP_PR_DI_FG
0.26
TP_PR_GER
0.12
TP_PR_OB_FG
0.12
TP_PR_OB_CE
0.12
QE_I03
0.08
TP_SFG_D1
0.08
QE_I11
0.06
NT_OBJ_CE
0.05
CO_TURNO_GRADUACAO
0.04
NT_DIS_CE
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D2_CT:
NT_OBJ_CE
0.14
NT_DIS_CE
0.11
TP_SFG_D2
0.09
CO_GRUPO
0.07
DS_VT_GAB_OCE_ORIG
0.07
DS_VT_GAB_OCE_FIN
0.07
TP_PR_DI_FG
0.06
NT_CE_D3
0.06
NT_FG_D1_CT
0.04
NT_CE_D1
0.04
TP_SFG_D1
0.03
QE_I20
0.02
CO_MUNIC_CURSO
0.02
QE_I64
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
CORRELATION RATIO WITH...
NT_FG_D2
0.98
NT_FG_D2_PT
0.48
NT_FG_D1_PT
0.29
NT_FG_D1
0.22
NU_IDADE
0.20
ANO_FIM_EM
0.19
ANO_IN_GRAD
0.18
NT_CE_D2
0.16
QE_I16
0.05
NT_CE
MISSING:
---
28
3%
-
-
22,4
23
3%
-
-
31,3
23
3%
-
-
17,9
23
3%
-
-
13,4
20
2%
-
-
26,9
15
2%
-
-
35,8
12
1%
-
-
40,3
11
1%
-
-
27,4
9
1%
-
-
8,9
8
<1%
-
-
42,5
8
<1%
-
-
28,3
7
<1%
-
-
44,7
7
<1%
-
-
34,8
7
<1%
-
-
39,3
6
<1%
-
-
35
6
<1%
-
-
20,2
6
<1%
-
-
30,8
5
<1%
-
-
38,3
5
<1%
-
-
33,8
5
<1%
-
-
51
5
<1%
-
-
30,4
5
<1%
-
-
43
5
<1%
-
-
25,5
5
<1%
-
-
29,3
5
<1%
-
-
37,8
5
<1%
-
-
25,9
5
<1%
-
-
34
5
<1%
-
-
21,4
5
<1%
-
-
52,5
5
<1%
-
-
46
5
<1%
-
-
54,7
4
<1%
-
-
56
4
<1%
-
-
31,6
4
<1%
-
-
58
4
<1%
-
-
13,9
4
<1%
-
-
43,8
4
<1%
-
-
40,8
4
<1%
-
-
45,3
4
<1%
-
-
21,3
4
<1%
-
-
18,9
4
<1%
-
-
23,1
4
<1%
-
-
57,8
4
<1%
-
-
35,5
4
<1%
-
-
47,5
4
<1%
-
-
20,8
4
<1%
-
-
17
4
<1%
-
-
39
3
<1%
-
-
26,3
3
<1%
-
-
49,3
3
<1%
-
-
37,5
3
<1%
-
-
27,3
3
<1%
-
-
36,1
3
<1%
-
-
31,9
3
<1%
-
-
16,9
3
<1%
-
-
37
3
<1%
-
-
41,7
3
<1%
-
-
47,4
3
<1%
-
-
36,5
3
<1%
-
-
43,5
3
<1%
-
-
41
432
52%
-
-
(Other)
NT_OBJ_CE
MISSING:
---
TOP CATEGORIES
26,3
50
6%
36,8
45
5%
21,1
37
4%
31,6
33
4%
50
33
4%
40
33
4%
15,8
32
4%
42,1
28
3%
47,4
26
3%
65
26
3%
55
26
3%
45
23
3%
52,2
22
3%
30
20
2%
35
20
2%
60
20
2%
60,9
19
2%
(Other)
331
40%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_OBJ_CE
PROVIDES INFORMATION ON...
TP_PR_GER
1.00
TP_PR_OB_FG
1.00
TP_PR_OB_CE
1.00
CO_GRUPO
0.71
DS_VT_GAB_OCE_ORIG
0.71
DS_VT_GAB_OCE_FIN
0.71
CO_TURNO_GRADUACAO
0.57
QE_I03
0.44
NT_DIS_CE
0.39
QE_I14
0.38
NT_CE_D1
0.38
NT_CE_D3
0.35
CO_MUNIC_CURSO
0.34
TP_SCE_D2
0.34

THESE FEATURES
GIVE INFORMATION
ON NT_OBJ_CE:
CO_GRUPO
0.38
DS_VT_GAB_OCE_ORIG
0.38
DS_VT_GAB_OCE_FIN
0.38
NT_DIS_CE
0.33
NT_CE_D1
0.19
NT_CE_D3
0.17
TP_SCE_D2
0.09
QE_I20
0.08
QE_I53
0.08
NT_FG_D1_CT
0.08
CO_MUNIC_CURSO
0.08
QE_I54
0.08
QE_I66
0.08
QE_I55
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_CE
CORRELATION RATIO WITH...
NT_CE_D2
0.65
ANO_IN_GRAD
0.42
NU_IDADE
0.41
NT_FG_D2
0.38
NT_FG_D1
0.37
ANO_FIM_EM
0.36
NT_FG_D1_PT
0.34
QE_I16
0.33
NT_FG_D2_PT
0.31
NT_DIS_CE
MISSING:
---
TOP CATEGORIES
0
221
27%
23,3
48
6%
33,3
43
5%
6,7
36
4%
16,7
33
4%
20
29
4%
3,3
25
3%
36,7
22
3%
30
22
3%
10
21
3%
25
21
3%
43,3
19
2%
40
19
2%
50
19
2%
53,3
16
2%
66,7
16
2%
60
15
2%
(Other)
199
24%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_DIS_CE
PROVIDES INFORMATION ON...
TP_PR_DI_CE
0.63
NT_CE_D3
0.56
NT_CE_D1
0.55
TP_SCE_D3
0.46
TP_SCE_D2
0.43
TP_SCE_D1
0.37
CO_GRUPO
0.35
DS_VT_GAB_OCE_ORIG
0.35
DS_VT_GAB_OCE_FIN
0.35
QE_I14
0.33
NT_OBJ_CE
0.33
CO_TURNO_GRADUACAO
0.29
QE_I03
0.28
QE_I11
0.28

THESE FEATURES
GIVE INFORMATION
ON NT_DIS_CE:
NT_OBJ_CE
0.39
NT_CE_D3
0.33
NT_CE_D1
0.32
CO_GRUPO
0.22
DS_VT_GAB_OCE_ORIG
0.22
DS_VT_GAB_OCE_FIN
0.22
TP_SCE_D2
0.14
TP_SCE_D3
0.10
TP_PR_DI_CE
0.09
TP_SCE_D1
0.09
QE_I65
0.09
NT_FG_D1_CT
0.08
QE_I67
0.08
QE_I07
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_DIS_CE
CORRELATION RATIO WITH...
NT_CE_D2
0.77
ANO_IN_GRAD
0.35
NT_FG_D1
0.34
NT_FG_D2_PT
0.33
NT_FG_D1_PT
0.31
NT_FG_D2
0.30
NU_IDADE
0.30
ANO_FIM_EM
0.28
QE_I16
0.14
NT_CE_D1
MISSING:
---
TOP CATEGORIES
0
409
50%
50
78
9%
20
66
8%
30
44
5%
60
40
5%
100
33
4%
10
31
4%
25
30
4%
40
28
3%
75
16
2%
65
15
2%
80
11
1%
55
8
<1%
90
6
<1%
15
4
<1%
45
3
<1%
70
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D1
PROVIDES INFORMATION ON...
TP_SCE_D1
0.44
NT_DIS_CE
0.32
CO_GRUPO
0.31
DS_VT_GAB_OCE_ORIG
0.31
DS_VT_GAB_OCE_FIN
0.31
TP_PR_DI_CE
0.31
QE_I03
0.24
TP_SCE_D2
0.22
CO_TURNO_GRADUACAO
0.22
NT_OBJ_CE
0.19
QE_I11
0.14
QE_I14
0.14
NT_CE_D3
0.13
CO_MUNIC_CURSO
0.10

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D1:
NT_DIS_CE
0.55
NT_OBJ_CE
0.38
CO_GRUPO
0.32
DS_VT_GAB_OCE_ORIG
0.32
DS_VT_GAB_OCE_FIN
0.32
TP_SCE_D1
0.18
NT_CE_D3
0.13
TP_SCE_D2
0.12
TP_PR_DI_CE
0.08
NT_FG_D1_CT
0.05
CO_MUNIC_CURSO
0.05
QE_I66
0.05
QE_I20
0.05
QE_I61
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D1
CORRELATION RATIO WITH...
NT_CE_D2
0.43
ANO_IN_GRAD
0.25
NT_FG_D1
0.22
NT_FG_D1_PT
0.21
NT_FG_D2_PT
0.20
NU_IDADE
0.20
ANO_FIM_EM
0.19
NT_FG_D2
0.18
QE_I16
0.10
NT_CE_D2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D1
0.18
ANO_IN_GRAD
0.18
NT_FG_D2
0.14
NT_FG_D2_PT
0.12
NT_FG_D1_PT
0.10
NU_IDADE
-0.10
QE_I16
-0.05
ANO_FIM_EM
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_DIS_CE
0.77
NT_OBJ_CE
0.65
CO_GRUPO
0.65
DS_VT_GAB_OCE_ORIG
0.65
DS_VT_GAB_OCE_FIN
0.65
TP_SCE_D2
0.57
NT_CE_D3
0.44
NT_CE_D1
0.43
CO_MUNIC_CURSO
0.35
TP_SCE_D1
0.33
TP_SCE_D3
0.32
TP_PR_DI_CE
0.30
CO_RS_I7
0.22
NT_FG_D1_CT
0.21
MOST FREQUENT VALUES
0.0
523
63.5%
30.0
60
7.3%
50.0
47
5.7%
65.0
42
5.1%
100.0
42
5.1%
20.0
29
3.5%
40.0
27
3.3%
60.0
20
2.4%
10.0
14
1.7%
70.0
7
0.8%
90.0
7
0.8%
80.0
4
0.5%
75.0
1
0.1%
45.0
1
0.1%
SMALLEST VALUES
0.0
523
63.5%
10.0
14
1.7%
20.0
29
3.5%
30.0
60
7.3%
40.0
27
3.3%
45.0
1
0.1%
50.0
47
5.7%
60.0
20
2.4%
65.0
42
5.1%
70.0
7
0.8%
75.0
1
0.1%
80.0
4
0.5%
90.0
7
0.8%
100.0
42
5.1%
LARGEST VALUES
100.0
42
5.1%
90.0
7
0.8%
80.0
4
0.5%
75.0
1
0.1%
70.0
7
0.8%
65.0
42
5.1%
60.0
20
2.4%
50.0
47
5.7%
45.0
1
0.1%
40.0
27
3.3%
30.0
60
7.3%
20.0
29
3.5%
10.0
14
1.7%
0.0
523
63.5%
NT_CE_D3
MISSING:
---
TOP CATEGORIES
0
416
50%
100
100
12%
50
75
9%
70
50
6%
30
29
4%
10
27
3%
20
19
2%
60
18
2%
80
17
2%
40
14
2%
35
11
1%
25
9
1%
5
8
<1%
75
7
<1%
15
6
<1%
55
5
<1%
45
5
<1%
(Other)
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D3
PROVIDES INFORMATION ON...
TP_SCE_D3
0.59
CO_TURNO_GRADUACAO
0.37
NT_DIS_CE
0.33
TP_PR_DI_CE
0.30
CO_GRUPO
0.27
DS_VT_GAB_OCE_ORIG
0.27
DS_VT_GAB_OCE_FIN
0.27
TP_SCE_D2
0.18
NT_OBJ_CE
0.17
QE_I14
0.16
QE_I03
0.16
QE_I11
0.15
NT_CE_D1
0.13
TP_SCE_D1
0.11

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D3:
NT_DIS_CE
0.56
NT_OBJ_CE
0.35
CO_GRUPO
0.28
DS_VT_GAB_OCE_ORIG
0.28
DS_VT_GAB_OCE_FIN
0.28
TP_SCE_D3
0.22
NT_CE_D1
0.13
TP_SCE_D2
0.10
TP_PR_DI_CE
0.07
NT_FG_D1_CT
0.06
QE_I53
0.06
QE_I20
0.05
QE_I52
0.05
QE_I46
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D3
CORRELATION RATIO WITH...
NT_CE_D2
0.44
NT_FG_D2
0.26
ANO_IN_GRAD
0.24
NU_IDADE
0.22
NT_FG_D1
0.22
NT_FG_D2_PT
0.21
ANO_FIM_EM
0.19
NT_FG_D1_PT
0.15
QE_I16
0.07
CO_RS_I1
MISSING:
---
TOP CATEGORIES
C
544
66%
D
135
16%
B
113
14%
A
12
1%
.
11
1%
E
9
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I1
PROVIDES INFORMATION ON...
TP_PR_GER
0.63
TP_PR_OB_FG
0.63
TP_PR_OB_CE
0.63
CO_RS_I2
0.12
QE_I03
0.11
CO_RS_I5
0.08
CO_RS_I4
0.08
CO_RS_I6
0.07
CO_RS_I3
0.06
CO_RS_I8
0.06
CO_RS_I9
0.05
QE_I14
0.05
CO_RS_I7
0.05
NT_OBJ_CE
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I1:
NT_OBJ_CE
0.17
CO_RS_I2
0.12
NT_DIS_CE
0.12
CO_RS_I4
0.10
CO_RS_I5
0.09
CO_RS_I6
0.08
CO_RS_I3
0.07
CO_RS_I7
0.07
CO_RS_I9
0.07
CO_RS_I8
0.06
NT_OBJ_FG
0.05
NT_CE_D3
0.04
QE_I29
0.04
QE_I38
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I1
CORRELATION RATIO WITH...
QE_I16
0.14
NU_IDADE
0.13
ANO_FIM_EM
0.13
NT_FG_D1
0.12
NT_FG_D1_PT
0.10
NT_FG_D2_PT
0.08
NT_FG_D2
0.08
ANO_IN_GRAD
0.07
NT_CE_D2
0.06
CO_RS_I2
MISSING:
---
TOP CATEGORIES
C
414
50%
D
331
40%
E
43
5%
B
23
3%
.
10
1%
A
3
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I2
PROVIDES INFORMATION ON...
TP_PR_GER
0.64
TP_PR_OB_FG
0.64
TP_PR_OB_CE
0.64
CO_RS_I1
0.12
QE_I03
0.10
CO_RS_I5
0.10
CO_RS_I8
0.09
CO_RS_I6
0.08
QE_I14
0.07
CO_RS_I3
0.07
CO_RS_I7
0.06
NT_OBJ_CE
0.06
CO_RS_I4
0.06
CO_RS_I9
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I2:
NT_OBJ_CE
0.21
NT_DIS_CE
0.15
CO_RS_I1
0.12
CO_RS_I5
0.11
CO_RS_I8
0.10
CO_RS_I6
0.10
CO_RS_I7
0.09
CO_GRUPO
0.08
DS_VT_GAB_OCE_ORIG
0.08
DS_VT_GAB_OCE_FIN
0.08
CO_RS_I3
0.08
CO_RS_I4
0.07
CO_RS_I9
0.07
NT_CE_D1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I2
CORRELATION RATIO WITH...
NT_CE_D2
0.20
QE_I16
0.14
ANO_IN_GRAD
0.12
NU_IDADE
0.10
NT_FG_D1
0.10
ANO_FIM_EM
0.08
NT_FG_D1_PT
0.08
NT_FG_D2_PT
0.05
NT_FG_D2
0.05
CO_RS_I3
MISSING:
---
TOP CATEGORIES
C
502
61%
B
130
16%
D
103
12%
A
54
7%
E
24
3%
.
11
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I3
PROVIDES INFORMATION ON...
TP_PR_GER
0.63
TP_PR_OB_FG
0.63
TP_PR_OB_CE
0.63
QE_I03
0.11
CO_RS_I9
0.11
CO_RS_I2
0.08
CO_RS_I5
0.07
CO_RS_I1
0.07
QE_I11
0.07
CO_RS_I6
0.07
CO_RS_I4
0.06
CO_RS_I8
0.06
NT_OBJ_CE
0.06
CO_RS_I7
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I3:
NT_OBJ_CE
0.18
NT_DIS_CE
0.12
CO_RS_I9
0.12
CO_RS_I6
0.07
CO_RS_I5
0.07
CO_RS_I4
0.07
CO_RS_I2
0.07
CO_RS_I7
0.06
CO_RS_I1
0.06
CO_RS_I8
0.06
NT_CE_D1
0.05
NT_CE_D3
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I3
CORRELATION RATIO WITH...
QE_I16
0.14
NT_CE_D2
0.13
NT_FG_D1
0.10
NT_FG_D2_PT
0.10
NT_FG_D1_PT
0.09
NT_FG_D2
0.08
ANO_FIM_EM
0.08
ANO_IN_GRAD
0.08
NU_IDADE
0.04
CO_RS_I4
MISSING:
---
TOP CATEGORIES
B
422
51%
A
181
22%
C
116
14%
D
90
11%
.
10
1%
E
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I4
PROVIDES INFORMATION ON...
TP_PR_GER
0.64
TP_PR_OB_FG
0.64
TP_PR_OB_CE
0.64
CO_RS_I5
0.20
QE_I03
0.15
CO_RS_I1
0.10
CO_RS_I6
0.09
CO_RS_I2
0.07
CO_RS_I3
0.07
CO_RS_I8
0.07
QE_I11
0.06
CO_RS_I7
0.06
QE_I14
0.06
CO_RS_I9
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I4:
CO_RS_I5
0.18
NT_OBJ_CE
0.14
NT_DIS_CE
0.11
CO_RS_I6
0.09
CO_RS_I1
0.08
CO_RS_I7
0.07
CO_RS_I3
0.06
CO_RS_I8
0.06
CO_RS_I2
0.06
CO_RS_I9
0.05
NT_CE_D3
0.04
NT_CE_D1
0.04
QE_I39
0.03
NT_OBJ_FG
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I4
CORRELATION RATIO WITH...
QE_I16
0.15
NT_FG_D2_PT
0.13
ANO_IN_GRAD
0.12
NT_FG_D2
0.11
NT_FG_D1_PT
0.11
NT_FG_D1
0.11
ANO_FIM_EM
0.07
NU_IDADE
0.07
NT_CE_D2
0.07
CO_RS_I5
MISSING:
---
TOP CATEGORIES
B
470
57%
A
188
23%
C
110
13%
D
41
5%
.
10
1%
E
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I5
PROVIDES INFORMATION ON...
TP_PR_GER
0.64
TP_PR_OB_FG
0.64
TP_PR_OB_CE
0.64
CO_RS_I4
0.18
QE_I03
0.13
CO_RS_I6
0.11
CO_RS_I2
0.11
CO_RS_I1
0.09
CO_RS_I3
0.07
CO_RS_I8
0.06
CO_RS_I7
0.06
CO_RS_I9
0.05
QE_I11
0.05
NT_OBJ_CE
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I5:
CO_RS_I4
0.20
NT_OBJ_CE
0.16
CO_RS_I6
0.12
NT_DIS_CE
0.10
CO_RS_I2
0.10
CO_RS_I1
0.08
CO_RS_I7
0.07
CO_RS_I3
0.07
CO_RS_I8
0.06
CO_RS_I9
0.06
NT_CE_D3
0.04
NT_CE_D1
0.04
QE_I46
0.03
CO_GRUPO
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I5
CORRELATION RATIO WITH...
QE_I16
0.14
NT_FG_D2
0.13
NT_FG_D2_PT
0.12
NT_CE_D2
0.11
ANO_FIM_EM
0.11
NT_FG_D1_PT
0.10
NT_FG_D1
0.09
NU_IDADE
0.09
ANO_IN_GRAD
0.09
CO_RS_I6
MISSING:
---
TOP CATEGORIES
C
406
49%
B
220
27%
D
139
17%
A
39
5%
.
11
1%
E
7
<1%
*
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I6
PROVIDES INFORMATION ON...
TP_PR_GER
0.63
TP_PR_OB_FG
0.63
TP_PR_OB_CE
0.63
QE_I03
0.34
CO_RS_I5
0.12
CO_RS_I2
0.10
CO_RS_I4
0.09
QE_I11
0.09
CO_RS_I1
0.08
CO_RS_I8
0.07
CO_RS_I3
0.07
CO_RS_I7
0.07
CO_RS_I9
0.06
NT_DIS_CE
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I6:
NT_OBJ_CE
0.15
NT_DIS_CE
0.13
CO_RS_I5
0.11
CO_RS_I4
0.09
CO_RS_I2
0.08
CO_RS_I7
0.08
CO_RS_I1
0.07
CO_RS_I8
0.07
CO_RS_I3
0.07
CO_RS_I9
0.06
NT_CE_D1
0.05
NT_CE_D3
0.05
NT_OBJ_FG
0.03
QE_I39
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I6
CORRELATION RATIO WITH...
QE_I16
0.28
NT_FG_D1
0.17
NT_CE_D2
0.14
NT_FG_D2_PT
0.13
NT_FG_D1_PT
0.13
ANO_IN_GRAD
0.11
NT_FG_D2
0.10
ANO_FIM_EM
0.09
NU_IDADE
0.07
CO_RS_I7
MISSING:
---
TOP CATEGORIES
B
354
43%
D
173
21%
A
172
21%
E
60
7%
C
48
6%
.
13
2%
*
4
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I7
PROVIDES INFORMATION ON...
TP_PR_GER
0.60
TP_PR_OB_FG
0.60
TP_PR_OB_CE
0.60
QE_I03
0.28
CO_RS_I8
0.09
CO_RS_I2
0.09
CO_RS_I6
0.08
CO_RS_I5
0.07
CO_RS_I1
0.07
CO_RS_I4
0.07
QE_I11
0.06
CO_RS_I3
0.06
NT_DIS_CE
0.06
NT_OBJ_CE
0.06

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I7:
NT_OBJ_CE
0.15
NT_DIS_CE
0.14
CO_RS_I8
0.07
CO_RS_I6
0.07
CO_RS_I2
0.06
NT_CE_D3
0.06
CO_RS_I4
0.06
CO_RS_I5
0.06
CO_RS_I9
0.05
CO_GRUPO
0.05
DS_VT_GAB_OCE_ORIG
0.05
DS_VT_GAB_OCE_FIN
0.05
CO_RS_I3
0.05
CO_RS_I1
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I7
CORRELATION RATIO WITH...
QE_I16
0.25
NT_CE_D2
0.22
NT_FG_D1_PT
0.19
NT_FG_D2_PT
0.14
NT_FG_D1
0.14
NU_IDADE
0.12
ANO_FIM_EM
0.11
ANO_IN_GRAD
0.09
NT_FG_D2
0.08
CO_RS_I8
MISSING:
---
TOP CATEGORIES
D
473
57%
C
209
25%
B
84
10%
E
25
3%
A
20
2%
.
13
2%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I8
PROVIDES INFORMATION ON...
TP_PR_GER
0.60
TP_PR_OB_FG
0.60
TP_PR_OB_CE
0.60
QE_I03
0.46
CO_RS_I2
0.10
TP_PR_DI_CE
0.09
CO_RS_I7
0.07
CO_RS_I6
0.07
CO_RS_I5
0.06
CO_RS_I1
0.06
NT_OBJ_CE
0.06
CO_RS_I4
0.06
CO_RS_I3
0.06
NT_DIS_CE
0.06

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I8:
NT_OBJ_CE
0.20
NT_DIS_CE
0.16
CO_RS_I7
0.09
CO_RS_I2
0.09
CO_RS_I6
0.07
CO_RS_I4
0.07
CO_RS_I5
0.06
NT_CE_D1
0.06
NT_CE_D3
0.06
CO_RS_I3
0.06
CO_RS_I9
0.06
CO_RS_I1
0.06
CO_GRUPO
0.05
DS_VT_GAB_OCE_ORIG
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I8
CORRELATION RATIO WITH...
QE_I16
0.27
NT_CE_D2
0.21
NT_FG_D2_PT
0.19
ANO_IN_GRAD
0.17
ANO_FIM_EM
0.15
NU_IDADE
0.14
NT_FG_D1
0.14
NT_FG_D2
0.11
NT_FG_D1_PT
0.11
CO_RS_I9
MISSING:
---
TOP CATEGORIES
D
395
48%
C
219
27%
E
96
12%
B
86
10%
.
22
3%
A
5
<1%
*
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I9
PROVIDES INFORMATION ON...
TP_PR_GER
0.52
TP_PR_OB_FG
0.52
TP_PR_OB_CE
0.52
QE_I03
0.18
CO_RS_I3
0.12
CO_RS_I2
0.07
CO_RS_I1
0.07
CO_RS_I6
0.06
QE_I11
0.06
CO_RS_I5
0.06
CO_RS_I8
0.06
CO_RS_I7
0.05
NT_OBJ_CE
0.05
CO_RS_I4
0.05

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I9:
NT_OBJ_CE
0.15
NT_DIS_CE
0.12
CO_RS_I3
0.11
CO_RS_I6
0.06
CO_RS_I7
0.06
CO_RS_I5
0.05
CO_RS_I2
0.05
CO_RS_I8
0.05
CO_RS_I4
0.05
CO_RS_I1
0.05
NT_CE_D3
0.04
NT_CE_D1
0.04
QE_I20
0.03
CO_GRUPO
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I9
CORRELATION RATIO WITH...
QE_I16
0.20
NT_FG_D1_PT
0.18
NU_IDADE
0.15
NT_FG_D1
0.14
NT_FG_D2_PT
0.13
NT_FG_D2
0.12
ANO_IN_GRAD
0.12
NT_CE_D2
0.11
ANO_FIM_EM
0.07
QE_I01
MISSING:
---
TOP CATEGORIES
A
725
88%
B
55
7%
E
38
5%
C
4
<1%
D
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I01
PROVIDES INFORMATION ON...
QE_I06
0.21
QE_I03
0.04
QE_I09
0.04
QE_I19
0.03
QE_I10
0.03
CO_TURNO_GRADUACAO
0.03
NT_OBJ_CE
0.03
QE_I13
0.02
NT_DIS_CE
0.02
QE_I14
0.02
QE_I20
0.02
QE_I24
0.02
QE_I17
0.02
QE_I11
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I01:
QE_I06
0.43
NT_OBJ_CE
0.20
NT_DIS_CE
0.16
QE_I09
0.12
QE_I10
0.08
QE_I20
0.08
QE_I13
0.07
NT_CE_D3
0.07
QE_I07
0.06
CO_GRUPO
0.06
DS_VT_GAB_OCE_ORIG
0.06
DS_VT_GAB_OCE_FIN
0.06
QE_I24
0.06
QE_I19
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
CORRELATION RATIO WITH...
NU_IDADE
0.51
ANO_FIM_EM
0.46
ANO_IN_GRAD
0.24
NT_FG_D2
0.11
QE_I16
0.09
NT_CE_D2
0.07
NT_FG_D2_PT
0.06
NT_FG_D1_PT
0.05
NT_FG_D1
0.04
QE_I02
MISSING:
---
TOP CATEGORIES
D
452
55%
A
211
26%
B
119
14%
F
24
3%
C
15
2%
E
3
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I02
PROVIDES INFORMATION ON...
QE_I03
0.25
QE_I14
0.09
TP_PR_GER
0.09
TP_PR_OB_FG
0.09
TP_PR_OB_CE
0.09
QE_I11
0.07
QE_I15
0.05
QE_I17
0.05
QE_I18
0.04
NT_OBJ_CE
0.04
NT_DIS_CE
0.04
QE_I12
0.04
QE_I08
0.03
QE_I20
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I02:
NT_OBJ_CE
0.13
NT_DIS_CE
0.11
QE_I15
0.06
QE_I08
0.04
QE_I17
0.04
NT_CE_D3
0.04
QE_I20
0.04
NT_CE_D1
0.03
QE_I05
0.03
QE_I09
0.03
QE_I04
0.03
QE_I65
0.03
QE_I51
0.03
QE_I46
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I02
CORRELATION RATIO WITH...
NU_IDADE
0.14
ANO_FIM_EM
0.13
QE_I16
0.11
NT_CE_D2
0.11
ANO_IN_GRAD
0.10
NT_FG_D2
0.10
NT_FG_D1
0.09
NT_FG_D2_PT
0.07
NT_FG_D1_PT
0.04
QE_I03
MISSING:
---
TOP CATEGORIES
A
819
>99%
C
4
<1%
B
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I03
PROVIDES INFORMATION ON...
QE_I12
0.03
QE_I17
0.02
QE_I26
0.02
CO_RS_I8
0.02
QE_I18
0.01
QE_I09
0.01
CO_RS_I6
0.01
QE_I06
0.01
QE_I02
0.01
QE_I11
0.01
CO_RS_I7
0.01
QE_I07
0.01
QE_I39
0.01
TP_SCE_D2
0.01

THESE FEATURES
GIVE INFORMATION
ON QE_I03:
CO_RS_I8
0.46
NT_OBJ_CE
0.44
QE_I12
0.43
QE_I26
0.43
QE_I09
0.42
QE_I17
0.36
CO_RS_I6
0.34
QE_I07
0.34
NT_DIS_CE
0.28
CO_RS_I7
0.28
QE_I39
0.26
QE_I02
0.25
QE_I06
0.25
QE_I52
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I03
CORRELATION RATIO WITH...
QE_I16
0.70
NT_CE_D2
0.07
NT_FG_D1
0.04
NT_FG_D1_PT
0.03
NT_FG_D2_PT
0.03
ANO_FIM_EM
0.03
NT_FG_D2
0.02
NU_IDADE
0.02
ANO_IN_GRAD
0.00
QE_I04
MISSING:
---
TOP CATEGORIES
D
327
40%
E
155
19%
B
141
17%
C
116
14%
A
43
5%
F
42
5%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I04
PROVIDES INFORMATION ON...
QE_I03
0.20
TP_PR_GER
0.17
TP_PR_OB_FG
0.17
TP_PR_OB_CE
0.17
QE_I21
0.14
QE_I17
0.12
QE_I05
0.12
QE_I12
0.10
QE_I14
0.09
QE_I11
0.08
QE_I08
0.08
NT_DIS_CE
0.06
QE_I15
0.06
CO_MUNIC_CURSO
0.06

THESE FEATURES
GIVE INFORMATION
ON QE_I04:
NT_OBJ_CE
0.14
NT_DIS_CE
0.12
QE_I05
0.11
QE_I08
0.08
QE_I17
0.07
QE_I21
0.05
QE_I15
0.05
NT_CE_D3
0.05
QE_I12
0.04
CO_MUNIC_CURSO
0.03
CO_GRUPO
0.03
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03
QE_I66
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I04
CORRELATION RATIO WITH...
NU_IDADE
0.20
ANO_FIM_EM
0.15
QE_I16
0.13
NT_FG_D2
0.10
NT_FG_D2_PT
0.10
NT_CE_D2
0.10
ANO_IN_GRAD
0.09
NT_FG_D1_PT
0.07
NT_FG_D1
0.07
QE_I05
MISSING:
---
TOP CATEGORIES
D
361
44%
E
174
21%
B
97
12%
C
96
12%
F
84
10%
A
12
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I05
PROVIDES INFORMATION ON...
QE_I21
0.20
TP_PR_GER
0.12
TP_PR_OB_FG
0.12
TP_PR_OB_CE
0.12
QE_I04
0.11
QE_I17
0.10
QE_I14
0.09
QE_I03
0.09
QE_I12
0.08
QE_I08
0.06
QE_I15
0.05
QE_I11
0.05
NT_DIS_CE
0.05
NT_OBJ_CE
0.05

THESE FEATURES
GIVE INFORMATION
ON QE_I05:
NT_OBJ_CE
0.12
QE_I04
0.12
NT_DIS_CE
0.11
QE_I21
0.08
QE_I08
0.07
QE_I17
0.06
QE_I15
0.05
NT_CE_D1
0.04
NT_CE_D3
0.04
QE_I12
0.04
QE_I37
0.03
QE_I35
0.03
QE_I31
0.03
CO_MUNIC_CURSO
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I05
CORRELATION RATIO WITH...
NU_IDADE
0.29
ANO_FIM_EM
0.22
ANO_IN_GRAD
0.14
NT_FG_D1
0.10
NT_FG_D2
0.09
QE_I16
0.07
NT_FG_D2_PT
0.06
NT_CE_D2
0.06
NT_FG_D1_PT
0.04
QE_I06
MISSING:
---
TOP CATEGORIES
B
584
71%
C
96
12%
D
65
8%
A
61
7%
F
17
2%
E
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I06
PROVIDES INFORMATION ON...
QE_I01
0.43
QE_I03
0.25
QE_I07
0.18
TP_PR_GER
0.11
TP_PR_OB_FG
0.11
TP_PR_OB_CE
0.11
QE_I09
0.08
QE_I12
0.07
QE_I14
0.06
CO_MUNIC_CURSO
0.05
QE_I10
0.05
QE_I11
0.05
CO_TURNO_GRADUACAO
0.05
NT_DIS_CE
0.04

THESE FEATURES
GIVE INFORMATION
ON QE_I06:
QE_I07
0.35
QE_I01
0.21
NT_OBJ_CE
0.16
NT_DIS_CE
0.14
QE_I09
0.12
QE_I10
0.07
NT_CE_D3
0.05
CO_MUNIC_CURSO
0.05
QE_I12
0.05
NT_CE_D1
0.04
QE_I20
0.04
QE_I13
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I06
CORRELATION RATIO WITH...
ANO_FIM_EM
0.52
NU_IDADE
0.50
ANO_IN_GRAD
0.25
QE_I16
0.16
NT_CE_D2
0.14
NT_FG_D2_PT
0.12
NT_FG_D2
0.11
NT_FG_D1
0.08
NT_FG_D1_PT
0.07
QE_I07
MISSING:
---
TOP CATEGORIES
D
201
24%
C
184
22%
E
129
16%
A
118
14%
B
81
10%
F
57
7%
G
28
3%
H
26
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I07
PROVIDES INFORMATION ON...
QE_I06
0.35
QE_I03
0.34
TP_PR_GER
0.17
TP_PR_OB_FG
0.17
TP_PR_OB_CE
0.17
QE_I12
0.08
NT_DIS_CE
0.08
QE_I11
0.07
NT_OBJ_CE
0.07
QE_I01
0.06
QE_I14
0.05
NT_CE_D3
0.05
NT_CE_D1
0.04
TP_SFG_D2
0.04

THESE FEATURES
GIVE INFORMATION
ON QE_I07:
QE_I06
0.18
NT_DIS_CE
0.13
NT_OBJ_CE
0.13
NT_CE_D3
0.05
NT_CE_D1
0.04
QE_I09
0.03
QE_I12
0.03
QE_I20
0.03
QE_I36
0.02
QE_I67
0.02
QE_I66
0.02
QE_I68
0.02
CO_GRUPO
0.02
DS_VT_GAB_OCE_ORIG
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I07
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.17
NU_IDADE
0.12
ANO_FIM_EM
0.12
NT_FG_D1_PT
0.12
QE_I16
0.11
NT_CE_D2
0.11
NT_FG_D2
0.10
NT_FG_D2_PT
0.10
NT_FG_D1
0.09
QE_I08
MISSING:
---
TOP CATEGORIES
B
236
29%
A
189
23%
C
154
19%
E
94
11%
D
82
10%
F
60
7%
G
9
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I08
PROVIDES INFORMATION ON...
TP_PR_GER
0.18
TP_PR_OB_FG
0.18
TP_PR_OB_CE
0.18
QE_I12
0.14
QE_I17
0.12
QE_I03
0.10
QE_I11
0.10
QE_I14
0.09
QE_I21
0.09
QE_I04
0.08
QE_I15
0.08
QE_I05
0.07
NT_OBJ_CE
0.07
NT_DIS_CE
0.06

THESE FEATURES
GIVE INFORMATION
ON QE_I08:
NT_OBJ_CE
0.14
NT_DIS_CE
0.12
QE_I04
0.08
QE_I05
0.06
QE_I17
0.06
QE_I15
0.06
QE_I12
0.05
NT_CE_D3
0.04
NT_CE_D1
0.04
QE_I09
0.03
QE_I20
0.03
QE_I21
0.03
QE_I02
0.03
CO_GRUPO
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I08
CORRELATION RATIO WITH...
NU_IDADE
0.11
ANO_FIM_EM
0.10
NT_FG_D2_PT
0.10
QE_I16
0.10
ANO_IN_GRAD
0.08
NT_FG_D2
0.06
NT_FG_D1
0.06
NT_CE_D2
0.06
NT_FG_D1_PT
0.05
QE_I09
MISSING:
---
TOP CATEGORIES
B
325
39%
C
247
30%
E
101
12%
D
59
7%
F
48
6%
A
44
5%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I09
PROVIDES INFORMATION ON...
QE_I03
0.42
QE_I10
0.28
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16
QE_I06
0.12
QE_I01
0.12
QE_I12
0.12
QE_I11
0.08
QE_I14
0.07
NT_DIS_CE
0.06
NT_OBJ_CE
0.06
QE_I17
0.05
QE_I19
0.05

THESE FEATURES
GIVE INFORMATION
ON QE_I09:
QE_I10
0.23
NT_OBJ_CE
0.14
NT_DIS_CE
0.12
QE_I06
0.08
NT_CE_D3
0.05
QE_I12
0.05
QE_I08
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04
QE_I01
0.04
QE_I07
0.04
NT_CE_D1
0.04
QE_I17
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I09
CORRELATION RATIO WITH...
NU_IDADE
0.44
ANO_FIM_EM
0.41
ANO_IN_GRAD
0.23
QE_I16
0.20
NT_CE_D2
0.14
NT_FG_D2_PT
0.08
NT_FG_D2
0.07
NT_FG_D1_PT
0.07
NT_FG_D1
0.06
QE_I10
MISSING:
---
TOP CATEGORIES
A
487
59%
E
142
17%
B
83
10%
D
72
9%
C
40
5%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I10
PROVIDES INFORMATION ON...
QE_I09
0.23
QE_I03
0.12
QE_I01
0.08
QE_I11
0.07
QE_I06
0.07
TP_PR_GER
0.06
TP_PR_OB_FG
0.06
TP_PR_OB_CE
0.06
NT_OBJ_CE
0.04
QE_I14
0.04
NT_DIS_CE
0.04
QE_I12
0.04
QE_I19
0.03
QE_I18
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I10:
QE_I09
0.28
NT_OBJ_CE
0.14
NT_DIS_CE
0.12
QE_I06
0.05
NT_CE_D3
0.04
NT_CE_D1
0.04
QE_I01
0.03
QE_I13
0.03
QE_I08
0.03
QE_I20
0.02
CO_GRUPO
0.02
DS_VT_GAB_OCE_ORIG
0.02
DS_VT_GAB_OCE_FIN
0.02
QE_I45
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I10
CORRELATION RATIO WITH...
NU_IDADE
0.36
ANO_FIM_EM
0.33
ANO_IN_GRAD
0.28
NT_FG_D2
0.11
NT_FG_D2_PT
0.10
NT_FG_D1
0.08
NT_CE_D2
0.07
NT_FG_D1_PT
0.06
QE_I16
0.06
QE_I11
MISSING:
---
TOP CATEGORIES
A
790
96%
H
24
3%
B
4
<1%
G
3
<1%
I
2
<1%
C
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I11
PROVIDES INFORMATION ON...
QE_I03
0.04
QE_I12
0.03
QE_I17
0.02
CO_TURNO_GRADUACAO
0.02
NT_DIS_CE
0.02
NT_OBJ_CE
0.02
NT_CE_D3
0.02
CO_MUNIC_CURSO
0.02
QE_I20
0.02
NT_CE_D1
0.02
CO_RS_I6
0.01
QE_I39
0.01
QE_I13
0.01
QE_I10
0.01

THESE FEATURES
GIVE INFORMATION
ON QE_I11:
NT_OBJ_CE
0.30
NT_DIS_CE
0.28
NT_CE_D3
0.15
NT_CE_D1
0.14
QE_I20
0.12
CO_GRUPO
0.12
DS_VT_GAB_OCE_ORIG
0.12
DS_VT_GAB_OCE_FIN
0.12
QE_I08
0.10
QE_I53
0.10
QE_I39
0.09
QE_I67
0.09
QE_I65
0.09
QE_I52
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I11
CORRELATION RATIO WITH...
QE_I16
0.08
ANO_FIM_EM
0.06
NU_IDADE
0.06
NT_FG_D1_PT
0.06
NT_CE_D2
0.06
NT_FG_D1
0.05
ANO_IN_GRAD
0.05
NT_FG_D2
0.05
NT_FG_D2_PT
0.04
QE_I12
MISSING:
---
TOP CATEGORIES
A
670
81%
E
122
15%
B
16
2%
F
10
1%
D
5
<1%
C
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I12
PROVIDES INFORMATION ON...
QE_I03
0.43
QE_I11
0.08
QE_I17
0.08
QE_I15
0.07
CO_MUNIC_CURSO
0.07
QE_I08
0.05
QE_I09
0.05
QE_I06
0.05
QE_I04
0.04
QE_I21
0.04
TP_SFG_D2
0.04
NT_OBJ_CE
0.04
QE_I05
0.04
CO_GRUPO
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I12:
NT_OBJ_CE
0.22
NT_DIS_CE
0.15
QE_I15
0.14
QE_I08
0.14
QE_I09
0.12
QE_I17
0.11
CO_GRUPO
0.10
DS_VT_GAB_OCE_ORIG
0.10
DS_VT_GAB_OCE_FIN
0.10
QE_I04
0.10
CO_MUNIC_CURSO
0.10
QE_I05
0.08
QE_I07
0.08
QE_I06
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I12
CORRELATION RATIO WITH...
QE_I16
0.22
NT_FG_D2_PT
0.11
NT_CE_D2
0.11
ANO_IN_GRAD
0.09
NT_FG_D2
0.07
NT_FG_D1_PT
0.06
NT_FG_D1
0.05
ANO_FIM_EM
0.04
NU_IDADE
0.03
QE_I13
MISSING:
---
TOP CATEGORIES
A
383
46%
B
188
23%
C
94
11%
F
71
9%
D
54
7%
E
34
4%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I13
PROVIDES INFORMATION ON...
CO_TURNO_GRADUACAO
0.11
TP_PR_GER
0.11
TP_PR_OB_FG
0.11
TP_PR_OB_CE
0.11
QE_I03
0.11
QE_I11
0.09
QE_I01
0.07
NT_DIS_CE
0.06
NT_OBJ_CE
0.06
QE_I14
0.05
CO_MUNIC_CURSO
0.05
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04

THESE FEATURES
GIVE INFORMATION
ON QE_I13:
NT_OBJ_CE
0.15
NT_DIS_CE
0.14
CO_GRUPO
0.06
DS_VT_GAB_OCE_ORIG
0.06
DS_VT_GAB_OCE_FIN
0.06
NT_CE_D3
0.05
NT_CE_D1
0.05
QE_I44
0.03
QE_I20
0.03
QE_I53
0.03
CO_MUNIC_CURSO
0.03
QE_I43
0.03
QE_I64
0.03
QE_I50
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I13
CORRELATION RATIO WITH...
NU_IDADE
0.32
ANO_FIM_EM
0.30
ANO_IN_GRAD
0.21
NT_FG_D2
0.20
NT_CE_D2
0.11
QE_I16
0.10
NT_FG_D1_PT
0.08
NT_FG_D2_PT
0.08
NT_FG_D1
0.05
QE_I14
MISSING:
---
TOP CATEGORIES
A
796
97%
B
16
2%
F
7
<1%
C
4
<1%
E
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I14
PROVIDES INFORMATION ON...
NT_DIS_CE
0.02
NT_OBJ_CE
0.02
QE_I35
0.02
QE_I53
0.02
NT_CE_D3
0.02
QE_I36
0.01
QE_I02
0.01
QE_I17
0.01
QE_I33
0.01
NT_CE_D1
0.01
CO_GRUPO
0.01
DS_VT_GAB_OCE_ORIG
0.01
DS_VT_GAB_OCE_FIN
0.01
TP_PR_DI_FG
0.01

THESE FEATURES
GIVE INFORMATION
ON QE_I14:
NT_OBJ_CE
0.38
NT_DIS_CE
0.33
QE_I53
0.16
NT_CE_D3
0.16
QE_I35
0.15
CO_GRUPO
0.14
DS_VT_GAB_OCE_ORIG
0.14
DS_VT_GAB_OCE_FIN
0.14
NT_CE_D1
0.14
QE_I46
0.12
QE_I33
0.11
QE_I36
0.11
QE_I37
0.11
QE_I34
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I14
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.11
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.09
NT_FG_D2
0.07
NT_FG_D1
0.06
NU_IDADE
0.05
NT_CE_D2
0.05
ANO_FIM_EM
0.04
QE_I16
0.02
QE_I15
MISSING:
---
TOP CATEGORIES
A
414
50%
D
199
24%
E
134
16%
C
35
4%
B
34
4%
F
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I15
PROVIDES INFORMATION ON...
QE_I17
0.46
QE_I03
0.18
QE_I12
0.14
QE_I18
0.10
TP_PR_GER
0.08
TP_PR_OB_FG
0.08
TP_PR_OB_CE
0.08
QE_I14
0.07
QE_I02
0.06
QE_I08
0.06
QE_I11
0.06
NT_OBJ_CE
0.05
QE_I21
0.05
QE_I04
0.05

THESE FEATURES
GIVE INFORMATION
ON QE_I15:
QE_I17
0.31
NT_OBJ_CE
0.15
NT_DIS_CE
0.12
QE_I08
0.08
QE_I12
0.07
QE_I04
0.06
QE_I05
0.05
QE_I02
0.05
QE_I18
0.04
NT_CE_D3
0.04
NT_CE_D1
0.04
CO_GRUPO
0.03
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I15
CORRELATION RATIO WITH...
NU_IDADE
0.21
ANO_FIM_EM
0.19
ANO_IN_GRAD
0.18
QE_I16
0.16
NT_CE_D2
0.11
NT_FG_D2
0.08
NT_FG_D2_PT
0.06
NT_FG_D1_PT
0.06
NT_FG_D1
0.04
QE_I16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_CE_D2
-0.05
NT_FG_D1
-0.05
NT_FG_D1_PT
-0.04
NU_IDADE
0.03
NT_FG_D2
-0.03
NT_FG_D2_PT
-0.02
ANO_FIM_EM
-0.02
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I17
0.81
QE_I03
0.70
TP_SCE_D2
0.33
NT_OBJ_CE
0.33
QE_I26
0.28
CO_RS_I6
0.28
CO_RS_I8
0.27
CO_RS_I7
0.25
QE_I20
0.24
QE_I18
0.23
QE_I12
0.22
CO_RS_I9
0.20
QE_I09
0.20
QE_I35
0.18
MOST FREQUENT VALUES
15.0
797
96.7%
16.0
7
0.8%
21.0
4
0.5%
99.0
4
0.5%
13.0
2
0.2%
29.0
1
0.1%
11.0
1
0.1%
23.0
1
0.1%
31.0
1
0.1%
53.0
1
0.1%
50.0
1
0.1%
35.0
1
0.1%
17.0
1
0.1%
33.0
1
0.1%
22.0
1
0.1%
SMALLEST VALUES
11.0
1
0.1%
13.0
2
0.2%
15.0
797
96.7%
16.0
7
0.8%
17.0
1
0.1%
21.0
4
0.5%
22.0
1
0.1%
23.0
1
0.1%
29.0
1
0.1%
31.0
1
0.1%
33.0
1
0.1%
35.0
1
0.1%
50.0
1
0.1%
53.0
1
0.1%
99.0
4
0.5%
LARGEST VALUES
99.0
4
0.5%
53.0
1
0.1%
50.0
1
0.1%
35.0
1
0.1%
33.0
1
0.1%
31.0
1
0.1%
29.0
1
0.1%
23.0
1
0.1%
22.0
1
0.1%
21.0
4
0.5%
17.0
1
0.1%
16.0
7
0.8%
15.0
797
96.7%
13.0
2
0.2%
11.0
1
0.1%
QE_I17
MISSING:
---
TOP CATEGORIES
A
480
58%
B
306
37%
E
23
3%
D
12
1%
C
2
<1%
F
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I17
PROVIDES INFORMATION ON...
QE_I03
0.36
QE_I15
0.31
QE_I18
0.16
QE_I12
0.11
QE_I11
0.08
QE_I04
0.07
QE_I14
0.06
QE_I08
0.06
QE_I05
0.06
CO_MUNIC_CURSO
0.06
QE_I21
0.05
QE_I02
0.04
QE_I01
0.04
NT_OBJ_CE
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I17:
QE_I15
0.46
NT_OBJ_CE
0.15
QE_I08
0.12
QE_I04
0.12
NT_DIS_CE
0.11
QE_I05
0.10
QE_I18
0.10
QE_I12
0.08
CO_MUNIC_CURSO
0.06
QE_I02
0.05
QE_I09
0.05
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I17
CORRELATION RATIO WITH...
QE_I16
0.81
NU_IDADE
0.27
ANO_FIM_EM
0.21
ANO_IN_GRAD
0.14
NT_FG_D2
0.13
NT_FG_D2_PT
0.09
NT_CE_D2
0.07
NT_FG_D1
0.05
NT_FG_D1_PT
0.05
QE_I18
MISSING:
---
TOP CATEGORIES
A
686
83%
B
122
15%
D
10
1%
E
4
<1%
C
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I18
PROVIDES INFORMATION ON...
QE_I03
0.17
QE_I17
0.10
QE_I15
0.04
QE_I19
0.04
QE_I14
0.03
TP_PR_GER
0.03
TP_PR_OB_FG
0.03
TP_PR_OB_CE
0.03
NT_OBJ_CE
0.02
QE_I01
0.02
QE_I02
0.02
NT_DIS_CE
0.02
QE_I20
0.02
CO_MUNIC_CURSO
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I18:
QE_I17
0.16
NT_OBJ_CE
0.16
NT_DIS_CE
0.11
QE_I15
0.10
QE_I20
0.06
NT_CE_D1
0.06
QE_I19
0.05
QE_I46
0.05
NT_CE_D3
0.05
QE_I43
0.05
NT_OBJ_FG
0.05
QE_I65
0.05
QE_I09
0.04
QE_I02
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I18
CORRELATION RATIO WITH...
NU_IDADE
0.27
QE_I16
0.23
ANO_FIM_EM
0.17
ANO_IN_GRAD
0.11
NT_FG_D1_PT
0.06
NT_FG_D1
0.05
NT_CE_D2
0.05
NT_FG_D2
0.04
NT_FG_D2_PT
0.04
QE_I19
MISSING:
---
TOP CATEGORIES
B
669
81%
A
82
10%
C
35
4%
D
15
2%
F
13
2%
G
9
1%
E
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I19
PROVIDES INFORMATION ON...
QE_I03
0.08
QE_I20
0.06
QE_I18
0.05
QE_I01
0.05
QE_I14
0.05
CO_TURNO_GRADUACAO
0.04
NT_OBJ_CE
0.04
NT_DIS_CE
0.04
QE_I11
0.04
TP_PR_GER
0.03
TP_PR_OB_FG
0.03
TP_PR_OB_CE
0.03
NT_CE_D3
0.03
QE_I06
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I19:
NT_OBJ_CE
0.22
NT_DIS_CE
0.18
QE_I20
0.13
NT_CE_D3
0.08
NT_CE_D1
0.06
QE_I09
0.05
CO_GRUPO
0.05
DS_VT_GAB_OCE_ORIG
0.05
DS_VT_GAB_OCE_FIN
0.05
QE_I35
0.05
QE_I30
0.04
QE_I53
0.04
QE_I54
0.04
NT_FG_D1_CT
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I19
CORRELATION RATIO WITH...
NU_IDADE
0.26
ANO_FIM_EM
0.20
NT_FG_D2
0.15
NT_FG_D2_PT
0.14
ANO_IN_GRAD
0.10
NT_FG_D1_PT
0.09
NT_FG_D1
0.06
NT_CE_D2
0.06
QE_I16
0.05
QE_I20
MISSING:
---
TOP CATEGORIES
C
396
48%
G
142
17%
A
108
13%
H
45
5%
B
43
5%
K
33
4%
E
19
2%
D
19
2%
J
10
1%
I
5
<1%
F
4
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I20
PROVIDES INFORMATION ON...
QE_I03
0.23
QE_I19
0.13
QE_I11
0.12
QE_I14
0.10
NT_OBJ_CE
0.08
TP_PR_GER
0.08
TP_PR_OB_FG
0.08
TP_PR_OB_CE
0.08
QE_I01
0.08
NT_DIS_CE
0.07
QE_I18
0.06
NT_CE_D3
0.05
CO_TURNO_GRADUACAO
0.05
QE_I12
0.05

THESE FEATURES
GIVE INFORMATION
ON QE_I20:
NT_OBJ_CE
0.20
NT_DIS_CE
0.15
NT_CE_D3
0.06
QE_I19
0.06
NT_CE_D1
0.05
QE_I28
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04
QE_I08
0.04
QE_I40
0.04
QE_I41
0.03
QE_I65
0.03
QE_I33
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I20
CORRELATION RATIO WITH...
NU_IDADE
0.25
QE_I16
0.24
ANO_FIM_EM
0.24
ANO_IN_GRAD
0.20
NT_FG_D2
0.12
NT_CE_D2
0.12
NT_FG_D1_PT
0.11
NT_FG_D2_PT
0.10
NT_FG_D1
0.08
QE_I21
MISSING:
---
TOP CATEGORIES
A
605
73%
B
219
27%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I21
PROVIDES INFORMATION ON...
QE_I05
0.08
QE_I04
0.05
QE_I03
0.05
QE_I12
0.04
QE_I17
0.04
QE_I08
0.03
QE_I15
0.02
TP_SFG_D1
0.02
TP_PR_GER
0.02
TP_PR_OB_FG
0.02
TP_PR_OB_CE
0.02
NT_OBJ_CE
0.01
NT_DIS_CE
0.01
QE_I11
0.01

THESE FEATURES
GIVE INFORMATION
ON QE_I21:
QE_I05
0.20
QE_I04
0.14
NT_OBJ_CE
0.09
QE_I08
0.09
NT_DIS_CE
0.07
QE_I17
0.05
QE_I15
0.05
QE_I12
0.04
NT_CE_D1
0.03
QE_I36
0.03
QE_I65
0.02
QE_I02
0.02
QE_I20
0.02
QE_I54
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I21
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.08
NT_FG_D1
0.06
NT_FG_D2
0.05
NT_CE_D2
0.04
NU_IDADE
0.04
NT_FG_D2_PT
0.03
QE_I16
0.03
NT_FG_D1_PT
0.03
ANO_FIM_EM
0.01
QE_I22
MISSING:
---
TOP CATEGORIES
B
362
44%
C
234
28%
A
118
14%
E
69
8%
D
41
5%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I22
PROVIDES INFORMATION ON...
QE_I03
0.13
TP_PR_GER
0.10
TP_PR_OB_FG
0.10
TP_PR_OB_CE
0.10
QE_I11
0.07
QE_I14
0.06
NT_DIS_CE
0.05
QE_I23
0.04
NT_OBJ_CE
0.04
TP_SFG_D2
0.04
NT_CE_D3
0.03
NT_CE_D1
0.03
QE_I28
0.02
QE_I12
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I22:
NT_DIS_CE
0.12
NT_OBJ_CE
0.12
QE_I23
0.04
NT_CE_D1
0.04
NT_CE_D3
0.04
QE_I28
0.03
QE_I20
0.02
QE_I67
0.02
QE_I43
0.02
QE_I45
0.02
QE_I39
0.02
QE_I46
0.02
QE_I48
0.02
QE_I38
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I22
CORRELATION RATIO WITH...
NU_IDADE
0.10
QE_I16
0.09
ANO_FIM_EM
0.09
ANO_IN_GRAD
0.08
NT_FG_D2_PT
0.08
NT_FG_D1
0.07
NT_FG_D2
0.07
NT_FG_D1_PT
0.06
NT_CE_D2
0.04
QE_I23
MISSING:
---
TOP CATEGORIES
C
304
37%
B
301
37%
D
112
14%
E
83
10%
A
24
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I23
PROVIDES INFORMATION ON...
TP_PR_GER
0.14
TP_PR_OB_FG
0.14
TP_PR_OB_CE
0.14
QE_I03
0.11
QE_I11
0.05
NT_DIS_CE
0.04
QE_I22
0.04
NT_OBJ_CE
0.04
QE_I14
0.04
NT_CE_D3
0.03
QE_I12
0.03
CO_TURNO_GRADUACAO
0.03
QE_I27
0.03
QE_I13
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I23:
NT_OBJ_CE
0.11
NT_DIS_CE
0.11
NT_CE_D3
0.05
QE_I22
0.04
QE_I27
0.03
QE_I51
0.03
QE_I29
0.03
QE_I13
0.03
NT_CE_D1
0.03
QE_I32
0.02
QE_I36
0.02
QE_I43
0.02
QE_I42
0.02
QE_I38
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I23
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.14
NT_FG_D2_PT
0.13
NT_FG_D1_PT
0.12
NT_FG_D2
0.11
NU_IDADE
0.10
ANO_FIM_EM
0.10
NT_CE_D2
0.07
NT_FG_D1
0.05
QE_I16
0.04
QE_I24
MISSING:
---
TOP CATEGORIES
E
377
46%
A
267
32%
D
97
12%
C
76
9%
B
7
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I24
PROVIDES INFORMATION ON...
QE_I03
0.09
CO_MUNIC_CURSO
0.08
QE_I01
0.06
QE_I14
0.05
NT_DIS_CE
0.04
NT_OBJ_CE
0.04
QE_I17
0.04
TP_PR_GER
0.04
TP_PR_OB_FG
0.04
TP_PR_OB_CE
0.04
QE_I11
0.03
QE_I06
0.03
NT_CE_D3
0.03
QE_I19
0.02

THESE FEATURES
GIVE INFORMATION
ON QE_I24:
NT_OBJ_CE
0.13
NT_DIS_CE
0.11
CO_MUNIC_CURSO
0.06
NT_CE_D3
0.04
NT_CE_D1
0.03
QE_I13
0.03
QE_I17
0.03
QE_I43
0.03
CO_GRUPO
0.03
DS_VT_GAB_OCE_ORIG
0.03
DS_VT_GAB_OCE_FIN
0.03
QE_I53
0.03
QE_I01
0.02
QE_I06
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I24
CORRELATION RATIO WITH...
ANO_FIM_EM
0.23
NU_IDADE
0.22
NT_FG_D2
0.14
NT_FG_D2_PT
0.12
ANO_IN_GRAD
0.11
QE_I16
0.07
NT_CE_D2
0.07
NT_FG_D1
0.06
NT_FG_D1_PT
0.02
QE_I25
MISSING:
---
TOP CATEGORIES
A
281
34%
E
240
29%
C
127
15%
H
110
13%
B
41
5%
D
17
2%
G
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I25
PROVIDES INFORMATION ON...
QE_I03
0.12
TP_PR_GER
0.12
TP_PR_OB_FG
0.12
TP_PR_OB_CE
0.12
CO_TURNO_GRADUACAO
0.10
QE_I11
0.08
NT_DIS_CE
0.07
NT_OBJ_CE
0.06
QE_I14
0.06
QE_I26
0.04
QE_I18
0.04
NT_CE_D3
0.04
TP_SFG_D2
0.04
TP_SFG_D1
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I25:
NT_OBJ_CE
0.14
NT_DIS_CE
0.14
NT_CE_D3
0.05
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04
NT_CE_D1
0.04
QE_I57
0.03
QE_I26
0.03
QE_I30
0.03
QE_I27
0.03
QE_I20
0.02
QE_I33
0.02
QE_I28
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I25
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.16
NU_IDADE
0.10
NT_FG_D1
0.09
ANO_FIM_EM
0.09
NT_FG_D2_PT
0.09
QE_I16
0.08
NT_FG_D1_PT
0.08
NT_CE_D2
0.07
NT_FG_D2
0.06
QE_I26
MISSING:
---
TOP CATEGORIES
A
376
46%
F
374
45%
C
35
4%
I
25
3%
G
7
<1%
H
2
<1%
E
2
<1%
D
2
<1%
B
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I26
PROVIDES INFORMATION ON...
QE_I03
0.43
TP_PR_GER
0.21
TP_PR_OB_FG
0.21
TP_PR_OB_CE
0.21
CO_MUNIC_CURSO
0.06
CO_TURNO_GRADUACAO
0.05
QE_I12
0.05
QE_I11
0.04
NT_OBJ_CE
0.04
NT_DIS_CE
0.04
QE_I14
0.04
QE_I06
0.04
QE_I19
0.03
TP_SFG_D2
0.03

THESE FEATURES
GIVE INFORMATION
ON QE_I26:
NT_OBJ_CE
0.16
NT_DIS_CE
0.13
NT_CE_D1
0.05
CO_MUNIC_CURSO
0.05
NT_CE_D3
0.05
NT_FG_D1_CT
0.04
CO_GRUPO
0.04
DS_VT_GAB_OCE_ORIG
0.04
DS_VT_GAB_OCE_FIN
0.04
QE_I25
0.04
QE_I64
0.04
QE_I39
0.04
QE_I31
0.04
QE_I51
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I26
CORRELATION RATIO WITH...
QE_I16
0.28
NT_CE_D2
0.16
NT_FG_D2_PT
0.14
NT_FG_D1_PT
0.14
NT_FG_D1
0.13
NU_IDADE
0.12
NT_FG_D2
0.11
ANO_FIM_EM
0.10
ANO_IN_GRAD
0.10
QE_I27
MISSING:
---
TOP CATEGORIES
6.0
266
32%
5.0
242
29%
4.0
195
24%
3.0
84
10%
2.0
20
2%
8.0
7
<1%
1.0
6
<1%
7.0
4
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I27
PROVIDES INFORMATION ON...
QE_I29
0.18
QE_I28
0.17
QE_I38
0.16
QE_I33
0.16
QE_I49
0.15
QE_I39
0.15
QE_I31
0.14
QE_I36
0.14
QE_I34
0.14
QE_I37
0.14
QE_I47
0.14
QE_I66
0.13
QE_I32
0.12
QE_I42
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I27:
QE_I29
0.20
QE_I28
0.19
QE_I38
0.18
QE_I49
0.16
QE_I37
0.16
QE_I33
0.16
QE_I47
0.16
QE_I66
0.15
QE_I31
0.15
QE_I39
0.15
QE_I34
0.15
NT_OBJ_CE
0.14
QE_I30
0.14
QE_I55
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I27
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.17
NT_CE_D2
0.16
NT_FG_D2_PT
0.16
NT_FG_D2
0.14
ANO_FIM_EM
0.10
NT_FG_D1_PT
0.09
NU_IDADE
0.08
NT_FG_D1
0.05
QE_I16
0.03
QE_I28
MISSING:
---
TOP CATEGORIES
6.0
240
29%
5.0
233
28%
4.0
158
19%
3.0
107
13%
2.0
37
4%
1.0
24
3%
8.0
17
2%
7.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I28
PROVIDES INFORMATION ON...
QE_I03
0.20
QE_I27
0.19
QE_I49
0.15
QE_I29
0.15
QE_I38
0.14
QE_I36
0.14
TP_PR_GER
0.13
TP_PR_OB_FG
0.13
TP_PR_OB_CE
0.13
QE_I31
0.13
QE_I33
0.13
QE_I37
0.12
QE_I34
0.12
QE_I47
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I28:
NT_OBJ_CE
0.17
QE_I27
0.17
QE_I29
0.15
QE_I38
0.15
QE_I49
0.15
NT_DIS_CE
0.14
QE_I37
0.13
QE_I31
0.13
QE_I47
0.13
QE_I33
0.12
QE_I34
0.12
QE_I36
0.12
QE_I40
0.11
QE_I30
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I28
CORRELATION RATIO WITH...
NT_CE_D2
0.18
ANO_IN_GRAD
0.12
QE_I16
0.12
NT_FG_D2_PT
0.12
NT_FG_D1_PT
0.12
ANO_FIM_EM
0.09
NU_IDADE
0.08
NT_FG_D2
0.07
NT_FG_D1
0.05
QE_I29
MISSING:
---
TOP CATEGORIES
5.0
210
25%
6.0
210
25%
4.0
182
22%
3.0
122
15%
2.0
63
8%
1.0
29
4%
8.0
6
<1%
7.0
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I29
PROVIDES INFORMATION ON...
QE_I27
0.20
QE_I38
0.18
QE_I37
0.17
QE_I30
0.17
QE_I33
0.16
QE_I31
0.16
QE_I34
0.16
QE_I36
0.16
QE_I49
0.15
QE_I28
0.15
QE_I39
0.14
QE_I47
0.13
QE_I42
0.13
QE_I40
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I29:
QE_I27
0.18
QE_I38
0.18
QE_I37
0.18
QE_I30
0.18
QE_I31
0.16
QE_I34
0.15
QE_I28
0.15
NT_OBJ_CE
0.15
QE_I33
0.15
QE_I49
0.15
QE_I40
0.14
QE_I47
0.14
QE_I36
0.13
QE_I39
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I29
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.16
NT_FG_D1_PT
0.13
NT_CE_D2
0.12
NU_IDADE
0.11
NT_FG_D2
0.10
NT_FG_D1
0.08
ANO_IN_GRAD
0.08
ANO_FIM_EM
0.07
QE_I16
0.04
QE_I30
MISSING:
---
TOP CATEGORIES
5.0
199
24%
6.0
198
24%
4.0
183
22%
3.0
115
14%
2.0
69
8%
1.0
52
6%
8.0
7
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I30
PROVIDES INFORMATION ON...
QE_I31
0.18
QE_I29
0.18
QE_I49
0.16
QE_I38
0.15
QE_I33
0.15
QE_I36
0.15
QE_I37
0.15
TP_PR_GER
0.14
TP_PR_OB_FG
0.14
TP_PR_OB_CE
0.14
QE_I34
0.14
QE_I03
0.14
QE_I27
0.14
QE_I32
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I30:
QE_I29
0.17
QE_I31
0.17
QE_I37
0.15
QE_I38
0.15
QE_I49
0.15
NT_OBJ_CE
0.15
QE_I34
0.13
QE_I47
0.13
QE_I33
0.13
NT_DIS_CE
0.13
QE_I48
0.13
QE_I40
0.12
QE_I36
0.12
QE_I27
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I30
CORRELATION RATIO WITH...
NT_CE_D2
0.12
NU_IDADE
0.11
NT_FG_D1_PT
0.10
ANO_FIM_EM
0.09
NT_FG_D2
0.08
ANO_IN_GRAD
0.08
NT_FG_D1
0.08
NT_FG_D2_PT
0.05
QE_I16
0.05
QE_I31
MISSING:
---
TOP CATEGORIES
6.0
297
36%
5.0
218
26%
4.0
128
16%
3.0
84
10%
2.0
49
6%
1.0
37
4%
8.0
8
<1%
7.0
3
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I31
PROVIDES INFORMATION ON...
QE_I33
0.24
QE_I34
0.21
QE_I32
0.18
QE_I49
0.17
QE_I30
0.17
QE_I37
0.17
QE_I36
0.17
QE_I35
0.17
QE_I29
0.16
QE_I27
0.15
QE_I38
0.15
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15

THESE FEATURES
GIVE INFORMATION
ON QE_I31:
QE_I33
0.23
QE_I34
0.21
QE_I37
0.18
QE_I30
0.18
QE_I49
0.17
NT_OBJ_CE
0.17
QE_I29
0.16
QE_I66
0.16
QE_I35
0.16
QE_I38
0.16
QE_I32
0.15
QE_I36
0.15
QE_I27
0.14
QE_I28
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I31
CORRELATION RATIO WITH...
NT_CE_D2
0.20
NU_IDADE
0.13
ANO_FIM_EM
0.13
ANO_IN_GRAD
0.12
NT_FG_D2
0.12
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.11
NT_FG_D1
0.06
QE_I16
0.05
QE_I32
MISSING:
---
TOP CATEGORIES
6.0
429
52%
5.0
207
25%
4.0
89
11%
3.0
66
8%
2.0
16
2%
1.0
10
1%
8.0
6
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I32
PROVIDES INFORMATION ON...
QE_I33
0.19
QE_I35
0.15
QE_I31
0.15
QE_I34
0.14
QE_I36
0.13
QE_I42
0.13
QE_I49
0.11
QE_I27
0.11
QE_I47
0.10
QE_I37
0.10
QE_I30
0.10
QE_I39
0.10
QE_I29
0.10
QE_I66
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I32:
QE_I33
0.22
QE_I31
0.18
QE_I35
0.17
QE_I34
0.17
NT_OBJ_CE
0.16
QE_I36
0.15
QE_I66
0.14
QE_I37
0.13
QE_I47
0.13
QE_I49
0.13
QE_I30
0.13
QE_I29
0.13
QE_I38
0.13
NT_DIS_CE
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I32
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.13
NT_FG_D2_PT
0.12
NT_CE_D2
0.12
NT_FG_D1
0.10
NU_IDADE
0.10
NT_FG_D2
0.10
ANO_FIM_EM
0.09
NT_FG_D1_PT
0.07
QE_I16
0.06
QE_I33
MISSING:
---
TOP CATEGORIES
6.0
298
36%
5.0
256
31%
4.0
140
17%
3.0
70
8%
2.0
25
3%
1.0
19
2%
7.0
8
<1%
8.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I33
PROVIDES INFORMATION ON...
QE_I34
0.30
QE_I35
0.24
QE_I31
0.23
QE_I32
0.22
QE_I36
0.20
QE_I27
0.16
QE_I66
0.15
QE_I37
0.15
QE_I29
0.15
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15
QE_I49
0.14
QE_I30
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I33:
QE_I34
0.32
QE_I31
0.24
QE_I35
0.24
QE_I36
0.19
QE_I32
0.19
QE_I66
0.18
QE_I37
0.18
NT_OBJ_CE
0.17
QE_I29
0.16
QE_I27
0.16
QE_I49
0.15
QE_I30
0.15
QE_I38
0.15
QE_I28
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I33
CORRELATION RATIO WITH...
NT_CE_D2
0.14
ANO_IN_GRAD
0.13
NU_IDADE
0.12
ANO_FIM_EM
0.11
NT_FG_D1_PT
0.10
NT_FG_D1
0.10
NT_FG_D2_PT
0.08
NT_FG_D2
0.08
QE_I16
0.04
QE_I34
MISSING:
---
TOP CATEGORIES
6.0
289
35%
5.0
231
28%
4.0
132
16%
3.0
79
10%
2.0
50
6%
1.0
22
3%
7.0
13
2%
8.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I34
PROVIDES INFORMATION ON...
QE_I33
0.32
QE_I31
0.21
QE_I36
0.19
QE_I35
0.19
QE_I32
0.17
QE_I49
0.16
QE_I66
0.15
QE_I29
0.15
QE_I03
0.15
QE_I27
0.15
QE_I37
0.14
QE_I38
0.14
QE_I30
0.13
QE_I42
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I34:
QE_I33
0.30
QE_I31
0.21
QE_I66
0.17
QE_I35
0.17
QE_I36
0.16
QE_I29
0.16
QE_I49
0.16
QE_I37
0.15
NT_OBJ_CE
0.15
QE_I38
0.14
QE_I30
0.14
QE_I27
0.14
QE_I32
0.14
NT_DIS_CE
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I34
CORRELATION RATIO WITH...
NT_CE_D2
0.16
QE_I16
0.13
NT_FG_D1_PT
0.11
NU_IDADE
0.11
ANO_IN_GRAD
0.10
ANO_FIM_EM
0.08
NT_FG_D2
0.07
NT_FG_D1
0.06
NT_FG_D2_PT
0.06
QE_I35
MISSING:
---
TOP CATEGORIES
6.0
306
37%
5.0
249
30%
4.0
136
17%
3.0
73
9%
2.0
26
3%
1.0
22
3%
7.0
7
<1%
8.0
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I35
PROVIDES INFORMATION ON...
QE_I33
0.24
QE_I36
0.21
QE_I03
0.18
QE_I32
0.17
QE_I34
0.17
QE_I31
0.16
QE_I14
0.15
TP_PR_GER
0.14
TP_PR_OB_FG
0.14
TP_PR_OB_CE
0.14
QE_I49
0.12
QE_I27
0.12
QE_I42
0.12
QE_I38
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I35:
QE_I33
0.24
QE_I36
0.19
QE_I34
0.19
QE_I31
0.17
QE_I32
0.15
NT_OBJ_CE
0.14
QE_I37
0.13
QE_I49
0.13
QE_I30
0.13
QE_I66
0.13
QE_I38
0.13
NT_DIS_CE
0.13
QE_I29
0.13
QE_I47
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I35
CORRELATION RATIO WITH...
QE_I16
0.18
ANO_IN_GRAD
0.15
NT_CE_D2
0.10
ANO_FIM_EM
0.10
NU_IDADE
0.10
NT_FG_D2
0.09
NT_FG_D1_PT
0.09
NT_FG_D1
0.08
NT_FG_D2_PT
0.07
QE_I36
MISSING:
---
TOP CATEGORIES
6.0
338
41%
5.0
248
30%
4.0
138
17%
3.0
57
7%
2.0
23
3%
1.0
12
1%
8.0
7
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I36
PROVIDES INFORMATION ON...
QE_I35
0.19
QE_I33
0.19
QE_I34
0.16
QE_I49
0.15
QE_I38
0.15
QE_I31
0.15
QE_I32
0.15
QE_I42
0.14
QE_I37
0.14
QE_I29
0.13
QE_I39
0.13
QE_I27
0.13
TP_PR_GER
0.13
TP_PR_OB_FG
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I36:
QE_I35
0.21
QE_I33
0.20
QE_I34
0.19
QE_I38
0.18
QE_I49
0.17
QE_I37
0.17
QE_I31
0.17
NT_OBJ_CE
0.16
QE_I29
0.16
QE_I30
0.15
QE_I47
0.15
QE_I39
0.14
QE_I66
0.14
QE_I28
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I36
CORRELATION RATIO WITH...
NU_IDADE
0.13
ANO_FIM_EM
0.13
NT_CE_D2
0.11
NT_FG_D2
0.10
NT_FG_D1
0.09
ANO_IN_GRAD
0.09
NT_FG_D2_PT
0.08
NT_FG_D1_PT
0.07
QE_I16
0.05
QE_I37
MISSING:
---
TOP CATEGORIES
5.0
211
26%
4.0
181
22%
6.0
157
19%
3.0
116
14%
2.0
77
9%
1.0
76
9%
8.0
6
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I37
PROVIDES INFORMATION ON...
QE_I38
0.27
QE_I31
0.18
QE_I40
0.18
QE_I29
0.18
TP_PR_GER
0.18
TP_PR_OB_FG
0.18
TP_PR_OB_CE
0.18
QE_I33
0.18
QE_I36
0.17
QE_I49
0.16
QE_I27
0.16
QE_I34
0.15
QE_I03
0.15
QE_I30
0.15

THESE FEATURES
GIVE INFORMATION
ON QE_I37:
QE_I38
0.27
QE_I40
0.19
QE_I29
0.17
QE_I31
0.17
QE_I33
0.15
NT_OBJ_CE
0.15
QE_I49
0.15
QE_I30
0.15
QE_I34
0.14
QE_I36
0.14
QE_I41
0.14
QE_I27
0.14
QE_I55
0.13
QE_I66
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I37
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.14
NU_IDADE
0.13
NT_CE_D2
0.12
NT_FG_D2_PT
0.12
ANO_FIM_EM
0.11
NT_FG_D2
0.11
QE_I16
0.09
ANO_IN_GRAD
0.07
NT_FG_D1
0.06
QE_I38
MISSING:
---
TOP CATEGORIES
5.0
237
29%
4.0
216
26%
6.0
126
15%
3.0
123
15%
2.0
72
9%
1.0
40
5%
8.0
7
<1%
7.0
3
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I38
PROVIDES INFORMATION ON...
QE_I37
0.27
QE_I39
0.19
QE_I55
0.18
QE_I57
0.18
QE_I27
0.18
QE_I29
0.18
QE_I40
0.18
QE_I49
0.18
QE_I36
0.18
QE_I31
0.16
QE_I58
0.15
QE_I30
0.15
QE_I47
0.15
QE_I28
0.15

THESE FEATURES
GIVE INFORMATION
ON QE_I38:
QE_I37
0.27
QE_I40
0.19
QE_I29
0.18
QE_I55
0.18
QE_I49
0.17
NT_OBJ_CE
0.17
QE_I39
0.17
QE_I27
0.16
QE_I57
0.16
QE_I30
0.15
QE_I41
0.15
QE_I47
0.15
QE_I60
0.15
QE_I36
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I38
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.14
NT_CE_D2
0.13
NT_FG_D1
0.10
NT_FG_D1_PT
0.10
NT_FG_D2
0.10
NU_IDADE
0.10
ANO_FIM_EM
0.08
QE_I16
0.07
ANO_IN_GRAD
0.07
QE_I39
MISSING:
---
TOP CATEGORIES
5.0
272
33%
6.0
267
32%
4.0
154
19%
3.0
77
9%
2.0
34
4%
1.0
13
2%
8.0
6
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I39
PROVIDES INFORMATION ON...
QE_I03
0.26
QE_I38
0.17
QE_I27
0.15
QE_I57
0.14
QE_I42
0.14
QE_I36
0.14
QE_I49
0.13
QE_I58
0.13
QE_I29
0.13
QE_I37
0.12
QE_I55
0.12
QE_I56
0.12
QE_I33
0.12
QE_I32
0.11

THESE FEATURES
GIVE INFORMATION
ON QE_I39:
QE_I38
0.19
NT_OBJ_CE
0.15
QE_I27
0.15
QE_I49
0.14
QE_I37
0.14
QE_I29
0.14
QE_I57
0.14
QE_I55
0.13
QE_I36
0.13
QE_I56
0.13
QE_I40
0.13
QE_I58
0.13
NT_DIS_CE
0.12
QE_I33
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I39
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.16
ANO_IN_GRAD
0.15
NT_CE_D2
0.14
NT_FG_D1_PT
0.13
NT_FG_D2
0.12
NT_FG_D1
0.08
QE_I16
0.06
ANO_FIM_EM
0.06
NU_IDADE
0.05
QE_I40
MISSING:
---
TOP CATEGORIES
4.0
218
26%
5.0
168
20%
3.0
134
16%
6.0
108
13%
2.0
95
12%
1.0
77
9%
8.0
23
3%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I40
PROVIDES INFORMATION ON...
QE_I38
0.19
TP_PR_GER
0.19
TP_PR_OB_FG
0.19
TP_PR_OB_CE
0.19
QE_I37
0.19
QE_I41
0.17
QE_I60
0.14
QE_I55
0.14
QE_I56
0.14
QE_I29
0.14
QE_I49
0.14
QE_I47
0.13
QE_I39
0.13
QE_I48
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I40:
QE_I37
0.18
QE_I38
0.18
QE_I41
0.16
NT_OBJ_CE
0.16
QE_I60
0.14
QE_I55
0.13
QE_I29
0.13
QE_I56
0.13
QE_I47
0.13
QE_I48
0.12
QE_I49
0.12
NT_DIS_CE
0.12
QE_I30
0.12
QE_I45
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I40
CORRELATION RATIO WITH...
NT_CE_D2
0.12
NT_FG_D2
0.12
NT_FG_D1
0.11
NT_FG_D1_PT
0.11
NT_FG_D2_PT
0.09
ANO_IN_GRAD
0.09
ANO_FIM_EM
0.08
NU_IDADE
0.08
QE_I16
0.06
QE_I41
MISSING:
---
TOP CATEGORIES
5.0
197
24%
6.0
189
23%
4.0
151
18%
3.0
120
15%
2.0
85
10%
1.0
72
9%
8.0
8
<1%
7.0
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I41
PROVIDES INFORMATION ON...
TP_PR_GER
0.20
TP_PR_OB_FG
0.20
TP_PR_OB_CE
0.20
QE_I40
0.16
QE_I03
0.15
QE_I38
0.15
QE_I59
0.14
QE_I37
0.14
QE_I56
0.13
QE_I55
0.13
QE_I49
0.13
QE_I42
0.13
QE_I57
0.13
QE_I60
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I41:
QE_I40
0.17
NT_OBJ_CE
0.16
QE_I38
0.14
QE_I59
0.14
QE_I37
0.14
NT_DIS_CE
0.13
QE_I60
0.13
QE_I55
0.12
QE_I56
0.12
QE_I47
0.12
QE_I49
0.12
QE_I43
0.11
QE_I48
0.11
QE_I63
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I41
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.13
NT_CE_D2
0.13
NT_FG_D2_PT
0.11
NT_FG_D2
0.10
QE_I16
0.09
ANO_IN_GRAD
0.08
NU_IDADE
0.08
ANO_FIM_EM
0.07
NT_FG_D1
0.06
QE_I42
MISSING:
---
TOP CATEGORIES
6.0
436
53%
5.0
220
27%
4.0
95
12%
3.0
42
5%
2.0
16
2%
1.0
11
1%
8.0
4
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I42
PROVIDES INFORMATION ON...
QE_I36
0.12
QE_I32
0.12
QE_I39
0.12
QE_I27
0.10
QE_I51
0.10
QE_I38
0.10
QE_I35
0.10
QE_I33
0.10
QE_I34
0.10
QE_I29
0.10
QE_I31
0.09
QE_I58
0.09
TP_PR_GER
0.09
TP_PR_OB_FG
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I42:
NT_OBJ_CE
0.16
QE_I39
0.14
QE_I36
0.14
QE_I38
0.13
NT_DIS_CE
0.13
QE_I29
0.13
QE_I41
0.13
QE_I32
0.13
QE_I51
0.13
QE_I34
0.13
QE_I31
0.12
QE_I27
0.12
QE_I33
0.12
QE_I35
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I42
CORRELATION RATIO WITH...
NT_CE_D2
0.12
NU_IDADE
0.10
NT_FG_D1
0.10
ANO_FIM_EM
0.09
NT_FG_D2
0.08
ANO_IN_GRAD
0.07
NT_FG_D2_PT
0.06
NT_FG_D1_PT
0.06
QE_I16
0.05
QE_I43
MISSING:
---
TOP CATEGORIES
6.0
266
32%
5.0
201
24%
4.0
156
19%
3.0
94
11%
2.0
61
7%
1.0
36
4%
8.0
10
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I43
PROVIDES INFORMATION ON...
QE_I44
0.35
QE_I45
0.19
TP_PR_GER
0.14
TP_PR_OB_FG
0.14
TP_PR_OB_CE
0.14
CO_TURNO_GRADUACAO
0.13
QE_I03
0.13
QE_I46
0.12
QE_I56
0.11
QE_I41
0.11
QE_I47
0.11
QE_I40
0.11
QE_I39
0.10
QE_I38
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I43:
QE_I44
0.35
QE_I45
0.20
QE_I46
0.14
NT_OBJ_CE
0.14
NT_DIS_CE
0.13
QE_I41
0.12
QE_I52
0.12
QE_I40
0.12
QE_I47
0.11
QE_I56
0.11
QE_I60
0.11
QE_I38
0.11
QE_I59
0.10
QE_I55
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I43
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.17
ANO_IN_GRAD
0.16
NT_FG_D2
0.15
ANO_FIM_EM
0.14
NU_IDADE
0.14
NT_FG_D1_PT
0.13
NT_CE_D2
0.11
NT_FG_D1
0.10
QE_I16
0.09
QE_I44
MISSING:
---
TOP CATEGORIES
6.0
252
31%
5.0
187
23%
4.0
171
21%
3.0
114
14%
2.0
55
7%
1.0
33
4%
8.0
12
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I44
PROVIDES INFORMATION ON...
QE_I43
0.35
QE_I45
0.22
CO_TURNO_GRADUACAO
0.15
QE_I46
0.14
QE_I47
0.12
QE_I52
0.11
QE_I60
0.11
QE_I38
0.11
QE_I56
0.10
QE_I32
0.10
QE_I55
0.10
QE_I40
0.10
QE_I58
0.10
TP_PR_GER
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I44:
QE_I43
0.35
QE_I45
0.23
QE_I46
0.17
QE_I52
0.13
NT_OBJ_CE
0.13
NT_DIS_CE
0.13
QE_I47
0.13
QE_I60
0.12
QE_I40
0.11
QE_I38
0.11
QE_I53
0.11
QE_I41
0.10
QE_I59
0.10
QE_I48
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I44
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.15
NT_FG_D2
0.14
NU_IDADE
0.14
ANO_FIM_EM
0.13
NT_FG_D2_PT
0.11
NT_CE_D2
0.11
NT_FG_D1_PT
0.10
QE_I16
0.07
NT_FG_D1
0.07
QE_I45
MISSING:
---
TOP CATEGORIES
6.0
212
26%
5.0
204
25%
4.0
194
24%
3.0
109
13%
2.0
54
7%
1.0
41
5%
8.0
9
1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I45
PROVIDES INFORMATION ON...
QE_I44
0.23
QE_I43
0.20
QE_I46
0.17
QE_I47
0.13
QE_I40
0.11
QE_I32
0.11
QE_I52
0.11
QE_I38
0.11
QE_I49
0.11
QE_I60
0.10
QE_I58
0.10
TP_PR_GER
0.10
TP_PR_OB_FG
0.10
TP_PR_OB_CE
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I45:
QE_I44
0.22
QE_I46
0.20
QE_I43
0.19
NT_DIS_CE
0.14
QE_I47
0.14
NT_OBJ_CE
0.13
QE_I52
0.12
QE_I40
0.12
QE_I60
0.11
QE_I38
0.11
QE_I53
0.11
QE_I62
0.10
QE_I49
0.10
QE_I41
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I45
CORRELATION RATIO WITH...
NU_IDADE
0.17
ANO_FIM_EM
0.14
NT_FG_D2
0.14
ANO_IN_GRAD
0.14
NT_FG_D2_PT
0.14
NT_CE_D2
0.12
NT_FG_D1
0.10
NT_FG_D1_PT
0.07
QE_I16
0.04
QE_I46
MISSING:
---
TOP CATEGORIES
4.0
148
18%
6.0
143
17%
5.0
135
16%
8.0
123
15%
3.0
117
14%
1.0
80
10%
2.0
67
8%
7.0
11
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I46
PROVIDES INFORMATION ON...
QE_I45
0.20
QE_I44
0.17
TP_PR_GER
0.16
TP_PR_OB_FG
0.16
TP_PR_OB_CE
0.16
QE_I47
0.14
QE_I43
0.14
QE_I14
0.12
QE_I52
0.12
QE_I48
0.11
QE_I55
0.11
QE_I60
0.11
QE_I03
0.11
QE_I32
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I46:
QE_I45
0.17
NT_OBJ_CE
0.15
QE_I44
0.14
QE_I47
0.13
NT_DIS_CE
0.12
QE_I43
0.12
QE_I52
0.12
QE_I60
0.11
QE_I48
0.10
QE_I67
0.10
QE_I55
0.10
QE_I40
0.10
QE_I63
0.09
QE_I59
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I46
CORRELATION RATIO WITH...
NU_IDADE
0.15
ANO_FIM_EM
0.13
NT_FG_D1
0.11
NT_CE_D2
0.09
NT_FG_D1_PT
0.08
NT_FG_D2_PT
0.08
NT_FG_D2
0.07
QE_I16
0.07
ANO_IN_GRAD
0.06
QE_I47
MISSING:
---
TOP CATEGORIES
4.0
217
26%
5.0
171
21%
3.0
152
18%
6.0
140
17%
2.0
82
10%
1.0
56
7%
8.0
6
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I47
PROVIDES INFORMATION ON...
QE_I48
0.31
QE_I49
0.21
QE_I27
0.16
QE_I38
0.15
QE_I63
0.15
QE_I36
0.15
QE_I29
0.14
QE_I45
0.14
QE_I32
0.13
QE_I30
0.13
QE_I58
0.13
QE_I46
0.13
QE_I40
0.13
QE_I31
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I47:
QE_I48
0.32
QE_I49
0.19
QE_I63
0.15
QE_I38
0.15
QE_I46
0.14
QE_I27
0.14
NT_OBJ_CE
0.13
QE_I45
0.13
QE_I29
0.13
QE_I40
0.13
QE_I30
0.13
QE_I60
0.13
QE_I62
0.13
QE_I66
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I47
CORRELATION RATIO WITH...
NT_FG_D1
0.14
NT_FG_D2
0.11
NU_IDADE
0.10
NT_FG_D1_PT
0.09
ANO_FIM_EM
0.09
NT_CE_D2
0.08
ANO_IN_GRAD
0.07
NT_FG_D2_PT
0.07
QE_I16
0.04
QE_I48
MISSING:
---
TOP CATEGORIES
4.0
198
24%
3.0
168
20%
5.0
149
18%
2.0
130
16%
1.0
88
11%
6.0
85
10%
8.0
5
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I48
PROVIDES INFORMATION ON...
QE_I47
0.32
QE_I49
0.21
QE_I03
0.18
QE_I63
0.17
TP_PR_GER
0.17
TP_PR_OB_FG
0.17
TP_PR_OB_CE
0.17
QE_I62
0.15
QE_I38
0.15
QE_I55
0.13
QE_I36
0.13
QE_I27
0.13
QE_I30
0.13
QE_I31
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I48:
QE_I47
0.31
QE_I49
0.19
QE_I63
0.17
QE_I62
0.15
NT_OBJ_CE
0.14
QE_I38
0.14
QE_I40
0.13
QE_I60
0.13
NT_DIS_CE
0.12
QE_I55
0.12
QE_I30
0.12
QE_I29
0.11
QE_I37
0.11
QE_I46
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I48
CORRELATION RATIO WITH...
NT_FG_D1
0.13
NT_FG_D2_PT
0.11
NT_FG_D1_PT
0.11
NU_IDADE
0.10
NT_CE_D2
0.10
ANO_FIM_EM
0.08
ANO_IN_GRAD
0.08
NT_FG_D2
0.08
QE_I16
0.07
QE_I49
MISSING:
---
TOP CATEGORIES
5.0
275
33%
4.0
179
22%
6.0
174
21%
3.0
118
14%
2.0
49
6%
1.0
24
3%
8.0
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I49
PROVIDES INFORMATION ON...
QE_I47
0.19
QE_I48
0.19
QE_I36
0.17
QE_I31
0.17
QE_I55
0.17
QE_I38
0.17
QE_I27
0.16
QE_I57
0.16
QE_I34
0.16
QE_I33
0.15
QE_I30
0.15
QE_I37
0.15
QE_I29
0.15
QE_I66
0.15

THESE FEATURES
GIVE INFORMATION
ON QE_I49:
QE_I48
0.21
QE_I47
0.21
QE_I38
0.18
QE_I55
0.17
QE_I31
0.17
QE_I66
0.17
QE_I37
0.16
QE_I30
0.16
QE_I34
0.16
QE_I29
0.15
QE_I36
0.15
NT_OBJ_CE
0.15
QE_I28
0.15
QE_I27
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I49
CORRELATION RATIO WITH...
NT_CE_D2
0.15
ANO_IN_GRAD
0.12
NU_IDADE
0.09
QE_I16
0.08
ANO_FIM_EM
0.07
NT_FG_D2
0.07
NT_FG_D1
0.06
NT_FG_D1_PT
0.05
NT_FG_D2_PT
0.05
QE_I50
MISSING:
---
TOP CATEGORIES
6.0
402
49%
5.0
178
22%
4.0
106
13%
8.0
39
5%
3.0
34
4%
7.0
33
4%
2.0
17
2%
1.0
15
2%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I50
PROVIDES INFORMATION ON...
QE_I51
0.21
QE_I03
0.14
QE_I32
0.08
QE_I28
0.08
QE_I42
0.08
QE_I36
0.08
QE_I44
0.07
QE_I39
0.07
QE_I47
0.07
QE_I49
0.07
NT_DIS_CE
0.07
QE_I27
0.07
NT_OBJ_CE
0.07
QE_I55
0.07

THESE FEATURES
GIVE INFORMATION
ON QE_I50:
QE_I51
0.22
NT_OBJ_CE
0.17
NT_DIS_CE
0.15
QE_I28
0.09
QE_I44
0.08
QE_I47
0.08
QE_I46
0.08
QE_I37
0.08
QE_I49
0.08
QE_I66
0.07
QE_I52
0.07
QE_I55
0.07
QE_I48
0.07
QE_I39
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I50
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.17
NU_IDADE
0.12
ANO_FIM_EM
0.11
NT_FG_D2
0.11
QE_I16
0.10
NT_FG_D1_PT
0.09
NT_CE_D2
0.09
NT_FG_D2_PT
0.08
NT_FG_D1
0.07
QE_I51
MISSING:
---
TOP CATEGORIES
6.0
359
44%
5.0
204
25%
4.0
83
10%
7.0
66
8%
8.0
65
8%
3.0
30
4%
2.0
9
1%
1.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I51
PROVIDES INFORMATION ON...
QE_I50
0.22
QE_I36
0.13
QE_I03
0.13
QE_I42
0.13
TP_PR_GER
0.12
TP_PR_OB_FG
0.12
TP_PR_OB_CE
0.12
QE_I33
0.12
QE_I57
0.11
QE_I49
0.10
QE_I39
0.10
QE_I27
0.10
QE_I14
0.09
QE_I34
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I51:
QE_I50
0.21
NT_OBJ_CE
0.16
NT_DIS_CE
0.14
QE_I36
0.12
QE_I33
0.11
QE_I49
0.11
QE_I42
0.10
QE_I39
0.10
QE_I57
0.10
QE_I34
0.10
QE_I66
0.10
QE_I31
0.10
QE_I27
0.10
QE_I29
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I51
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.20
NU_IDADE
0.15
ANO_FIM_EM
0.14
NT_CE_D2
0.14
NT_FG_D1_PT
0.13
NT_FG_D1
0.12
NT_FG_D2
0.11
NT_FG_D2_PT
0.10
QE_I16
0.07
QE_I52
MISSING:
---
TOP CATEGORIES
1.0
165
20%
3.0
135
16%
4.0
130
16%
5.0
111
13%
6.0
111
13%
2.0
96
12%
8.0
68
8%
7.0
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I52
PROVIDES INFORMATION ON...
QE_I53
0.40
QE_I03
0.25
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15
QE_I44
0.13
QE_I45
0.12
QE_I46
0.12
QE_I43
0.12
QE_I60
0.10
QE_I47
0.09
QE_I56
0.09
QE_I14
0.09
QE_I48
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I52:
QE_I53
0.40
NT_OBJ_CE
0.14
NT_DIS_CE
0.13
QE_I46
0.12
QE_I44
0.11
QE_I45
0.11
QE_I43
0.10
QE_I60
0.09
QE_I65
0.09
QE_I48
0.09
QE_I47
0.08
QE_I59
0.08
QE_I40
0.08
QE_I56
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I52
CORRELATION RATIO WITH...
QE_I16
0.17
NU_IDADE
0.15
ANO_FIM_EM
0.15
ANO_IN_GRAD
0.15
NT_FG_D2_PT
0.10
NT_FG_D1
0.08
NT_CE_D2
0.07
NT_FG_D1_PT
0.07
NT_FG_D2
0.04
QE_I53
MISSING:
---
TOP CATEGORIES
1.0
235
29%
3.0
115
14%
6.0
111
13%
2.0
106
13%
5.0
89
11%
4.0
86
10%
8.0
67
8%
7.0
15
2%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I53
PROVIDES INFORMATION ON...
QE_I52
0.40
QE_I03
0.19
QE_I14
0.16
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15
QE_I44
0.11
QE_I45
0.11
QE_I11
0.10
QE_I46
0.09
QE_I43
0.09
QE_I60
0.09
QE_I65
0.08
NT_OBJ_CE
0.08

THESE FEATURES
GIVE INFORMATION
ON QE_I53:
QE_I52
0.40
NT_OBJ_CE
0.16
NT_DIS_CE
0.12
QE_I45
0.09
QE_I44
0.09
QE_I46
0.09
QE_I65
0.08
QE_I60
0.08
QE_I43
0.07
QE_I68
0.07
QE_I63
0.07
QE_I40
0.06
QE_I56
0.06
QE_I47
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I53
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.20
NU_IDADE
0.19
ANO_FIM_EM
0.18
QE_I16
0.15
NT_FG_D1
0.11
NT_FG_D1_PT
0.11
NT_CE_D2
0.10
NT_FG_D2_PT
0.10
NT_FG_D2
0.06
QE_I54
MISSING:
---
TOP CATEGORIES
6.0
230
28%
5.0
180
22%
4.0
143
17%
3.0
100
12%
2.0
76
9%
1.0
64
8%
8.0
30
4%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I54
PROVIDES INFORMATION ON...
TP_PR_GER
0.22
TP_PR_OB_FG
0.22
TP_PR_OB_CE
0.22
QE_I55
0.18
QE_I49
0.12
QE_I57
0.12
QE_I62
0.10
QE_I58
0.10
QE_I38
0.10
QE_I60
0.10
QE_I63
0.09
QE_I56
0.09
QE_I41
0.09
QE_I61
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I54:
NT_OBJ_CE
0.17
QE_I55
0.16
NT_DIS_CE
0.13
QE_I49
0.11
QE_I62
0.10
QE_I60
0.10
QE_I63
0.09
QE_I57
0.09
QE_I38
0.09
QE_I41
0.09
QE_I59
0.09
QE_I40
0.09
QE_I47
0.09
QE_I66
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I54
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.16
NT_CE_D2
0.14
ANO_FIM_EM
0.12
NU_IDADE
0.11
NT_FG_D2_PT
0.10
NT_FG_D2
0.08
NT_FG_D1_PT
0.07
NT_FG_D1
0.06
QE_I16
0.04
QE_I55
MISSING:
---
TOP CATEGORIES
5.0
276
33%
4.0
177
21%
6.0
176
21%
3.0
107
13%
2.0
42
5%
1.0
22
3%
8.0
22
3%
7.0
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I55
PROVIDES INFORMATION ON...
QE_I38
0.18
QE_I49
0.17
QE_I57
0.16
QE_I54
0.16
QE_I56
0.14
QE_I27
0.13
QE_I39
0.13
QE_I37
0.13
QE_I58
0.13
QE_I40
0.13
QE_I59
0.13
QE_I48
0.12
QE_I31
0.12
QE_I03
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I55:
QE_I38
0.18
QE_I54
0.18
NT_OBJ_CE
0.18
QE_I49
0.17
QE_I57
0.14
QE_I56
0.14
QE_I40
0.14
QE_I37
0.14
QE_I59
0.13
QE_I48
0.13
QE_I63
0.13
QE_I41
0.13
QE_I47
0.12
QE_I66
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I55
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.14
NT_FG_D2
0.13
NT_CE_D2
0.11
QE_I16
0.09
NT_FG_D2_PT
0.09
NT_FG_D1_PT
0.08
NT_FG_D1
0.07
ANO_FIM_EM
0.06
NU_IDADE
0.06
QE_I56
MISSING:
---
TOP CATEGORIES
5.0
252
31%
4.0
194
24%
6.0
187
23%
3.0
108
13%
2.0
42
5%
1.0
34
4%
8.0
7
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I56
PROVIDES INFORMATION ON...
QE_I57
0.18
QE_I58
0.17
QE_I60
0.14
QE_I55
0.14
QE_I38
0.14
QE_I39
0.13
QE_I49
0.13
QE_I40
0.13
QE_I61
0.13
QE_I41
0.12
QE_I37
0.12
QE_I59
0.12
QE_I27
0.12
QE_I62
0.11

THESE FEATURES
GIVE INFORMATION
ON QE_I56:
QE_I57
0.16
QE_I60
0.16
QE_I58
0.15
QE_I38
0.15
QE_I55
0.14
NT_OBJ_CE
0.14
QE_I40
0.14
QE_I41
0.13
QE_I59
0.13
QE_I37
0.13
QE_I61
0.13
QE_I62
0.13
QE_I49
0.13
QE_I39
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I56
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.12
NU_IDADE
0.12
NT_FG_D1_PT
0.10
ANO_FIM_EM
0.10
NT_FG_D2
0.10
ANO_IN_GRAD
0.09
NT_CE_D2
0.09
NT_FG_D1
0.06
QE_I16
0.05
QE_I57
MISSING:
---
TOP CATEGORIES
5.0
312
38%
6.0
242
29%
4.0
164
20%
3.0
66
8%
2.0
18
2%
1.0
13
2%
8.0
8
<1%
7.0
1
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I57
PROVIDES INFORMATION ON...
QE_I58
0.16
QE_I56
0.16
QE_I38
0.16
QE_I55
0.14
QE_I49
0.14
QE_I39
0.14
QE_I31
0.12
QE_I61
0.11
QE_I60
0.11
QE_I37
0.11
QE_I27
0.11
QE_I59
0.11
QE_I41
0.10
QE_I29
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I57:
QE_I56
0.18
QE_I38
0.18
NT_OBJ_CE
0.17
QE_I58
0.17
QE_I55
0.16
QE_I49
0.16
QE_I39
0.14
QE_I60
0.14
QE_I37
0.13
QE_I61
0.13
QE_I59
0.13
QE_I31
0.13
QE_I41
0.13
NT_DIS_CE
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I57
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.18
NT_CE_D2
0.17
NT_FG_D1_PT
0.15
NT_FG_D2_PT
0.12
NT_FG_D1
0.09
ANO_FIM_EM
0.09
QE_I16
0.08
NU_IDADE
0.07
NT_FG_D2
0.06
QE_I58
MISSING:
---
TOP CATEGORIES
5.0
296
36%
6.0
268
33%
4.0
143
17%
3.0
66
8%
2.0
24
3%
1.0
22
3%
8.0
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I58
PROVIDES INFORMATION ON...
QE_I57
0.17
QE_I56
0.15
QE_I63
0.15
QE_I59
0.14
QE_I38
0.13
QE_I49
0.13
QE_I60
0.13
QE_I39
0.13
QE_I61
0.12
QE_I62
0.12
QE_I27
0.12
QE_I55
0.11
QE_I47
0.11
QE_I36
0.11

THESE FEATURES
GIVE INFORMATION
ON QE_I58:
QE_I63
0.18
QE_I56
0.17
QE_I59
0.17
QE_I57
0.16
QE_I60
0.16
QE_I38
0.15
NT_OBJ_CE
0.15
QE_I62
0.14
QE_I49
0.14
QE_I61
0.13
QE_I47
0.13
QE_I66
0.13
QE_I55
0.13
QE_I39
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I58
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.15
NT_FG_D2_PT
0.12
ANO_IN_GRAD
0.11
NT_FG_D1
0.10
NT_CE_D2
0.09
NT_FG_D2
0.07
NU_IDADE
0.07
ANO_FIM_EM
0.07
QE_I16
0.04
QE_I59
MISSING:
---
TOP CATEGORIES
5.0
216
26%
6.0
187
23%
4.0
168
20%
3.0
107
13%
2.0
63
8%
1.0
52
6%
8.0
31
4%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I59
PROVIDES INFORMATION ON...
TP_PR_GER
0.21
TP_PR_OB_FG
0.21
TP_PR_OB_CE
0.21
QE_I60
0.17
QE_I58
0.17
QE_I61
0.16
QE_I63
0.15
QE_I03
0.15
QE_I62
0.14
QE_I41
0.14
QE_I55
0.13
QE_I49
0.13
QE_I56
0.13
QE_I57
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I59:
QE_I60
0.18
QE_I61
0.16
QE_I63
0.15
QE_I62
0.15
QE_I41
0.14
QE_I58
0.14
NT_OBJ_CE
0.14
QE_I55
0.13
QE_I47
0.12
QE_I38
0.12
QE_I56
0.12
NT_DIS_CE
0.12
QE_I49
0.12
QE_I48
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I59
CORRELATION RATIO WITH...
NT_FG_D2
0.14
ANO_IN_GRAD
0.13
NT_CE_D2
0.13
NU_IDADE
0.13
NT_FG_D2_PT
0.12
NT_FG_D1_PT
0.12
QE_I16
0.11
NT_FG_D1
0.10
ANO_FIM_EM
0.09
QE_I60
MISSING:
---
TOP CATEGORIES
4.0
201
24%
5.0
173
21%
6.0
127
15%
3.0
118
14%
2.0
106
13%
1.0
82
10%
8.0
10
1%
7.0
7
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I60
PROVIDES INFORMATION ON...
QE_I59
0.18
QE_I62
0.16
QE_I56
0.16
QE_I63
0.16
QE_I58
0.16
QE_I38
0.15
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15
QE_I49
0.14
QE_I40
0.14
QE_I03
0.14
QE_I61
0.14
QE_I57
0.14

THESE FEATURES
GIVE INFORMATION
ON QE_I60:
QE_I59
0.17
QE_I62
0.16
NT_OBJ_CE
0.16
QE_I63
0.16
QE_I56
0.14
QE_I40
0.14
QE_I38
0.14
QE_I61
0.13
QE_I58
0.13
QE_I49
0.13
NT_DIS_CE
0.12
QE_I41
0.12
QE_I47
0.12
QE_I48
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I60
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.11
NT_FG_D2_PT
0.10
NT_CE_D2
0.10
NT_FG_D1
0.09
NT_FG_D2
0.08
NU_IDADE
0.08
NT_FG_D1_PT
0.07
ANO_FIM_EM
0.07
QE_I16
0.05
QE_I61
MISSING:
---
TOP CATEGORIES
5.0
245
30%
6.0
192
23%
4.0
173
21%
3.0
100
12%
2.0
69
8%
1.0
39
5%
8.0
6
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I61
PROVIDES INFORMATION ON...
QE_I62
0.19
QE_I63
0.19
QE_I59
0.16
QE_I58
0.13
QE_I57
0.13
QE_I56
0.13
QE_I60
0.13
QE_I38
0.12
QE_I55
0.12
QE_I49
0.12
QE_I48
0.10
QE_I47
0.10
TP_PR_GER
0.10
TP_PR_OB_FG
0.10

THESE FEATURES
GIVE INFORMATION
ON QE_I61:
QE_I62
0.21
QE_I63
0.20
QE_I59
0.16
NT_OBJ_CE
0.15
QE_I60
0.14
QE_I56
0.13
QE_I38
0.13
NT_DIS_CE
0.12
QE_I55
0.12
QE_I58
0.12
QE_I57
0.11
QE_I49
0.11
QE_I48
0.11
QE_I47
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I61
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.13
NT_FG_D1_PT
0.10
NT_CE_D2
0.09
NT_FG_D1
0.08
NT_FG_D2
0.08
NT_FG_D2_PT
0.08
NU_IDADE
0.07
QE_I16
0.05
ANO_FIM_EM
0.05
QE_I62
MISSING:
---
TOP CATEGORIES
4.0
191
23%
5.0
157
19%
3.0
143
17%
1.0
115
14%
6.0
108
13%
2.0
101
12%
8.0
9
1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I62
PROVIDES INFORMATION ON...
QE_I63
0.37
QE_I61
0.21
QE_I60
0.16
QE_I48
0.15
TP_PR_GER
0.15
TP_PR_OB_FG
0.15
TP_PR_OB_CE
0.15
QE_I59
0.15
QE_I58
0.14
QE_I49
0.14
QE_I47
0.13
QE_I56
0.13
QE_I38
0.12
QE_I03
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I62:
QE_I63
0.37
QE_I61
0.19
QE_I60
0.16
QE_I48
0.15
QE_I59
0.14
NT_OBJ_CE
0.14
QE_I47
0.12
QE_I49
0.12
QE_I58
0.12
QE_I38
0.12
NT_DIS_CE
0.12
QE_I56
0.11
QE_I55
0.11
QE_I68
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I62
CORRELATION RATIO WITH...
NT_FG_D2
0.12
NT_CE_D2
0.11
NT_FG_D1_PT
0.10
ANO_IN_GRAD
0.09
NT_FG_D2_PT
0.08
NU_IDADE
0.08
ANO_FIM_EM
0.08
NT_FG_D1
0.07
QE_I16
0.06
QE_I63
MISSING:
---
TOP CATEGORIES
4.0
189
23%
5.0
181
22%
3.0
135
16%
6.0
114
14%
2.0
113
14%
1.0
85
10%
8.0
7
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I63
PROVIDES INFORMATION ON...
QE_I62
0.37
TP_PR_GER
0.21
TP_PR_OB_FG
0.21
TP_PR_OB_CE
0.21
QE_I61
0.20
QE_I58
0.18
QE_I48
0.17
QE_I60
0.16
QE_I47
0.15
QE_I59
0.15
QE_I49
0.15
QE_I55
0.13
QE_I38
0.13
QE_I57
0.12

THESE FEATURES
GIVE INFORMATION
ON QE_I63:
QE_I62
0.37
QE_I61
0.19
QE_I48
0.17
QE_I60
0.16
NT_OBJ_CE
0.15
QE_I59
0.15
QE_I47
0.15
QE_I58
0.15
QE_I49
0.13
QE_I38
0.12
QE_I55
0.12
NT_DIS_CE
0.12
QE_I66
0.11
QE_I56
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I63
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.11
QE_I16
0.11
NT_FG_D1
0.10
ANO_IN_GRAD
0.09
NU_IDADE
0.07
NT_FG_D2
0.07
NT_CE_D2
0.06
ANO_FIM_EM
0.05
NT_FG_D2_PT
0.05
QE_I64
MISSING:
---
TOP CATEGORIES
5.0
266
32%
6.0
240
29%
4.0
137
17%
3.0
97
12%
2.0
42
5%
1.0
22
3%
8.0
18
2%
7.0
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I64
PROVIDES INFORMATION ON...
TP_PR_GER
0.12
TP_PR_OB_FG
0.12
TP_PR_OB_CE
0.12
QE_I65
0.11
QE_I63
0.10
QE_I62
0.10
QE_I68
0.09
QE_I39
0.08
QE_I61
0.08
QE_I56
0.08
QE_I57
0.08
QE_I59
0.08
QE_I11
0.07
QE_I58
0.07

THESE FEATURES
GIVE INFORMATION
ON QE_I64:
NT_OBJ_CE
0.15
QE_I65
0.14
NT_DIS_CE
0.13
QE_I63
0.11
QE_I62
0.11
QE_I68
0.10
QE_I61
0.08
QE_I59
0.08
QE_I56
0.08
QE_I39
0.08
QE_I66
0.07
QE_I60
0.07
QE_I57
0.07
QE_I67
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I64
CORRELATION RATIO WITH...
NU_IDADE
0.17
ANO_FIM_EM
0.17
NT_CE_D2
0.13
NT_FG_D2
0.12
ANO_IN_GRAD
0.11
NT_FG_D2_PT
0.11
NT_FG_D1
0.09
NT_FG_D1_PT
0.08
QE_I16
0.04
QE_I65
MISSING:
---
TOP CATEGORIES
6.0
159
19%
1.0
123
15%
5.0
119
14%
4.0
113
14%
8.0
112
14%
3.0
106
13%
2.0
73
9%
7.0
19
2%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I65
PROVIDES INFORMATION ON...
QE_I03
0.19
TP_PR_GER
0.17
TP_PR_OB_FG
0.17
TP_PR_OB_CE
0.17
QE_I64
0.14
QE_I66
0.10
QE_I63
0.10
QE_I11
0.09
QE_I62
0.09
QE_I52
0.09
QE_I60
0.09
QE_I67
0.09
QE_I49
0.09
NT_DIS_CE
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I65:
NT_DIS_CE
0.14
NT_OBJ_CE
0.13
QE_I64
0.11
QE_I66
0.09
QE_I52
0.09
QE_I63
0.09
QE_I67
0.08
QE_I46
0.08
QE_I53
0.08
QE_I62
0.08
QE_I60
0.08
QE_I48
0.08
QE_I59
0.07
QE_I68
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I65
CORRELATION RATIO WITH...
NU_IDADE
0.17
ANO_FIM_EM
0.14
ANO_IN_GRAD
0.13
NT_CE_D2
0.12
NT_FG_D1_PT
0.12
NT_FG_D2
0.11
QE_I16
0.11
NT_FG_D1
0.08
NT_FG_D2_PT
0.08
QE_I66
MISSING:
---
TOP CATEGORIES
6.0
217
26%
5.0
197
24%
4.0
161
20%
3.0
94
11%
1.0
53
6%
2.0
43
5%
8.0
36
4%
7.0
23
3%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I66
PROVIDES INFORMATION ON...
QE_I33
0.18
QE_I34
0.17
QE_I49
0.17
QE_I31
0.16
QE_I27
0.15
QE_I67
0.15
QE_I38
0.14
QE_I36
0.14
QE_I32
0.14
CO_TURNO_GRADUACAO
0.13
QE_I58
0.13
QE_I35
0.13
QE_I37
0.13
QE_I47
0.13

THESE FEATURES
GIVE INFORMATION
ON QE_I66:
NT_OBJ_CE
0.16
QE_I34
0.15
QE_I33
0.15
QE_I67
0.15
QE_I49
0.15
QE_I31
0.14
QE_I38
0.13
NT_DIS_CE
0.13
QE_I27
0.13
QE_I37
0.12
QE_I47
0.12
QE_I60
0.11
QE_I55
0.11
QE_I63
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I66
CORRELATION RATIO WITH...
NT_CE_D2
0.18
ANO_IN_GRAD
0.14
NT_FG_D1_PT
0.11
NT_FG_D1
0.11
NT_FG_D2_PT
0.11
NT_FG_D2
0.09
NU_IDADE
0.09
ANO_FIM_EM
0.08
QE_I16
0.07
QE_I67
MISSING:
---
TOP CATEGORIES
6.0
176
21%
5.0
167
20%
4.0
167
20%
3.0
100
12%
1.0
83
10%
2.0
78
9%
8.0
35
4%
7.0
18
2%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I67
PROVIDES INFORMATION ON...
QE_I66
0.15
QE_I03
0.13
TP_PR_GER
0.13
TP_PR_OB_FG
0.13
TP_PR_OB_CE
0.13
QE_I68
0.11
QE_I33
0.11
QE_I47
0.10
QE_I34
0.10
QE_I49
0.10
QE_I46
0.10
QE_I45
0.10
CO_TURNO_GRADUACAO
0.09
QE_I11
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I67:
QE_I66
0.15
NT_OBJ_CE
0.14
NT_DIS_CE
0.14
QE_I68
0.11
QE_I46
0.10
QE_I47
0.09
QE_I65
0.09
QE_I45
0.09
QE_I34
0.09
QE_I33
0.08
QE_I49
0.08
QE_I59
0.08
QE_I48
0.08
QE_I60
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I67
CORRELATION RATIO WITH...
NU_IDADE
0.15
NT_CE_D2
0.13
ANO_IN_GRAD
0.12
ANO_FIM_EM
0.12
NT_FG_D1_PT
0.10
NT_FG_D2_PT
0.10
NT_FG_D1
0.09
QE_I16
0.08
NT_FG_D2
0.06
QE_I68
MISSING:
---
TOP CATEGORIES
4.0
187
23%
5.0
183
22%
6.0
149
18%
3.0
132
16%
2.0
85
10%
1.0
72
9%
8.0
9
1%
7.0
7
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I68
PROVIDES INFORMATION ON...
QE_I03
0.12
TP_PR_GER
0.11
TP_PR_OB_FG
0.11
TP_PR_OB_CE
0.11
QE_I63
0.11
QE_I62
0.11
QE_I67
0.11
QE_I64
0.10
QE_I57
0.10
QE_I60
0.09
QE_I61
0.09
QE_I59
0.09
QE_I14
0.09
QE_I58
0.09

THESE FEATURES
GIVE INFORMATION
ON QE_I68:
NT_OBJ_CE
0.15
NT_DIS_CE
0.12
QE_I67
0.11
QE_I62
0.11
QE_I63
0.11
QE_I60
0.10
QE_I59
0.09
QE_I61
0.09
QE_I64
0.09
QE_I66
0.08
QE_I38
0.08
QE_I57
0.08
QE_I48
0.08
QE_I65
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I68
CORRELATION RATIO WITH...
ANO_FIM_EM
0.13
NU_IDADE
0.12
NT_FG_D1_PT
0.12
QE_I16
0.10
ANO_IN_GRAD
0.10
NT_FG_D1
0.10
NT_FG_D2_PT
0.07
NT_CE_D2
0.06
NT_FG_D2
0.06